1. "LotConfig" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "YearRemodAdd" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Fence" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "MiscFeature" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "MiscVal" 0.000000 ################
21. "MoSold" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "YrSold" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "SaleType" 0.000000 ################
31. "HalfBath" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "SaleCondition" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "3SsnPorch" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "BedroomAbvGr" 0.000000 ################
52. "KitchenAbvGr" 0.000000 ################
53. "KitchenQual" 0.000000 ################
54. "Functional" 0.000000 ################
55. "Fireplaces" 0.000000 ################
56. "FireplaceQu" 0.000000 ################
57. "GarageType" 0.000000 ################
58. "GarageYrBlt" 0.000000 ################
59. "GarageCars" 0.000000 ################
60. "GarageQual" 0.000000 ################
61. "GarageCond" 0.000000 ################
62. "PavedDrive" 0.000000 ################
63. "WoodDeckSF" 0.000000 ################
64. "OpenPorchSF" 0.000000 ################
65. "EnclosedPorch" 0.000000 ################
66. "ScreenPorch" 0.000000 ################
67. "PoolArea" 0.000000 ################
68. "PoolQC" 0.000000 ################
69. "HouseStyle" -0.004274 ########
70. "YearBuilt" -0.004274 ########
71. "Id" -0.004274 ########
72. "Exterior2nd" -0.004274 ########
73. "Foundation" -0.004274 ########
74. "BsmtFinType1" -0.004274 ########
75. "TotRmsAbvGrd" -0.004274 ########
76. "GarageArea" -0.004274 ########
77. "GarageFinish" -0.004274 ########
78. "BsmtQual" -0.004274 ########
79. "Neighborhood" -0.008547
80. "HeatingQC" -0.008547
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "FullBath" 0.028021 ################
2. "HalfBath" 0.027651 ###############
3. "MSSubClass" 0.026158 ###############
4. "HeatingQC" 0.019129 #############
5. "GarageType" 0.015041 ###########
6. "HouseStyle" 0.014132 ###########
7. "KitchenQual" 0.012756 ##########
8. "BsmtUnfSF" 0.012265 ##########
9. "Condition1" 0.012028 ##########
10. "Fireplaces" 0.011658 ##########
11. "LotArea" 0.011306 ##########
12. "OpenPorchSF" 0.008293 #########
13. "Foundation" 0.007913 #########
14. "Exterior1st" 0.007068 #########
15. "1stFlrSF" 0.006638 ########
16. "RoofStyle" 0.005679 ########
17. "BsmtQual" 0.004443 ########
18. "BsmtFinType1" 0.004092 ########
19. "GarageYrBlt" 0.004092 ########
20. "EnclosedPorch" 0.004092 ########
21. "GarageCond" 0.003968 ########
22. "MSZoning" 0.003711 #######
23. "Neighborhood" 0.003493 #######
24. "LotFrontage" 0.003297 #######
25. "Id" 0.003297 #######
26. "MoSold" 0.002380 #######
27. "YearBuilt" 0.002380 #######
28. "TotalBsmtSF" 0.002342 #######
29. "LotShape" 0.002137 #######
30. "BsmtFinType2" 0.002137 #######
31. "BsmtExposure" 0.002137 #######
32. "2ndFlrSF" 0.002010 #######
33. "Exterior2nd" 0.000588 ######
34. "FireplaceQu" 0.000244 ######
35. "LotConfig" 0.000123 ######
36. "PavedDrive" 0.000123 ######
37. "BldgType" 0.000123 ######
38. "Street" 0.000000 ######
39. "Alley" 0.000000 ######
40. "LandContour" 0.000000 ######
41. "Utilities" 0.000000 ######
42. "LandSlope" 0.000000 ######
43. "Electrical" 0.000000 ######
44. "Heating" 0.000000 ######
45. "BsmtFinSF2" 0.000000 ######
46. "LowQualFinSF" 0.000000 ######
47. "Fence" 0.000000 ######
48. "BsmtFullBath" 0.000000 ######
49. "BsmtHalfBath" 0.000000 ######
50. "MiscFeature" 0.000000 ######
51. "BsmtCond" 0.000000 ######
52. "MiscVal" 0.000000 ######
53. "KitchenAbvGr" 0.000000 ######
54. "ExterCond" 0.000000 ######
55. "Condition2" 0.000000 ######
56. "Functional" 0.000000 ######
57. "SaleType" 0.000000 ######
58. "SaleCondition" 0.000000 ######
59. "GarageQual" 0.000000 ######
60. "RoofMatl" 0.000000 ######
61. "CentralAir" 0.000000 ######
62. "3SsnPorch" 0.000000 ######
63. "ScreenPorch" 0.000000 ######
64. "PoolArea" 0.000000 ######
65. "PoolQC" 0.000000 ######
66. "BedroomAbvGr" -0.000127 ######
67. "MasVnrType" -0.000127 ######
68. "MasVnrArea" -0.000257 ######
69. "BsmtFinSF1" -0.000529 ######
70. "GarageFinish" -0.001551 ######
71. "ExterQual" -0.002051 ######
72. "YearRemodAdd" -0.002917 #####
73. "TotRmsAbvGrd" -0.003566 #####
74. "GrLivArea" -0.004203 #####
75. "YrSold" -0.005432 ####
76. "WoodDeckSF" -0.005682 ####
77. "GarageCars" -0.006227 ####
78. "OverallQual" -0.007249 ####
79. "OverallCond" -0.010059 ###
80. "GarageArea" -0.020260
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotArea" 0.004950 ################
2. "GarageArea" 0.004950 ################
3. "YearBuilt" 0.004950 ################
4. "MSSubClass" 0.001617 #######
5. "BsmtUnfSF" 0.001595 #######
6. "YrSold" 0.001549 #######
7. "OverallQual" 0.001163 ######
8. "TotalBsmtSF" 0.000784 #####
9. "BsmtFinType1" 0.000677 ####
10. "MoSold" 0.000640 ####
11. "YearRemodAdd" 0.000603 ####
12. "GarageYrBlt" 0.000565 ####
13. "Neighborhood" 0.000526 ####
14. "MasVnrArea" 0.000486 ####
15. "HeatingQC" 0.000486 ####
16. "Id" 0.000405 ####
17. "GarageType" 0.000363 ####
18. "Exterior2nd" 0.000234 ###
19. "HouseStyle" 0.000234 ###
20. "GarageQual" 0.000143 ###
21. "FullBath" 0.000096 ###
22. "GrLivArea" 0.000096 ###
23. "MSZoning" 0.000049 ###
24. "BsmtFinType2" 0.000049 ###
25. "HalfBath" 0.000049 ###
26. "FireplaceQu" 0.000049 ###
27. "WoodDeckSF" 0.000049 ###
28. "RoofStyle" 0.000049 ###
29. "OpenPorchSF" 0.000049 ###
30. "Exterior1st" 0.000049 ###
31. "Foundation" 0.000049 ###
32. "LandSlope" 0.000000 ###
33. "Street" 0.000000 ###
34. "Alley" 0.000000 ###
35. "LotShape" 0.000000 ###
36. "LandContour" 0.000000 ###
37. "Utilities" 0.000000 ###
38. "RoofMatl" 0.000000 ###
39. "Condition1" 0.000000 ###
40. "Condition2" 0.000000 ###
41. "BldgType" 0.000000 ###
42. "PoolQC" 0.000000 ###
43. "SaleCondition" 0.000000 ###
44. "MiscFeature" 0.000000 ###
45. "2ndFlrSF" 0.000000 ###
46. "LowQualFinSF" 0.000000 ###
47. "Heating" 0.000000 ###
48. "BsmtFullBath" 0.000000 ###
49. "BsmtHalfBath" 0.000000 ###
50. "BsmtFinSF2" 0.000000 ###
51. "MiscVal" 0.000000 ###
52. "BedroomAbvGr" 0.000000 ###
53. "KitchenAbvGr" 0.000000 ###
54. "MasVnrType" 0.000000 ###
55. "SaleType" 0.000000 ###
56. "Functional" 0.000000 ###
57. "CentralAir" 0.000000 ###
58. "BsmtFinSF1" 0.000000 ###
59. "BsmtExposure" 0.000000 ###
60. "BsmtCond" 0.000000 ###
61. "ExterCond" 0.000000 ###
62. "GarageCond" 0.000000 ###
63. "PavedDrive" 0.000000 ###
64. "Electrical" 0.000000 ###
65. "Fence" 0.000000 ###
66. "EnclosedPorch" 0.000000 ###
67. "3SsnPorch" 0.000000 ###
68. "ScreenPorch" 0.000000 ###
69. "PoolArea" 0.000000 ###
70. "OverallCond" -0.000050 ###
71. "BsmtQual" -0.000050 ###
72. "TotRmsAbvGrd" -0.000050 ###
73. "ExterQual" -0.000050 ###
74. "Fireplaces" -0.000050 ###
75. "LotConfig" -0.000100 ##
76. "KitchenQual" -0.000313 ##
77. "LotFrontage" -0.000544 #
78. "GarageCars" -0.000932
79. "GarageFinish" -0.001074
80. "1stFlrSF" -0.001222
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "SaleCondition" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "YrSold" 0.000000 ################
79. "SaleType" 0.000000 ################
80. "TotalBsmtSF" -1.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Neighborhood" 0.016139 ################
2. "Foundation" 0.009524 ############
3. "YrSold" 0.009155 ###########
4. "YearBuilt" 0.006996 ##########
5. "GarageArea" 0.006694 ##########
6. "OverallQual" 0.006316 ##########
7. "BsmtUnfSF" 0.005512 #########
8. "YearRemodAdd" 0.003312 ########
9. "Exterior2nd" 0.002875 ########
10. "MSZoning" 0.002805 ########
11. "MasVnrArea" 0.001898 #######
12. "RoofStyle" 0.001898 #######
13. "MasVnrType" 0.001615 #######
14. "Condition1" 0.001615 #######
15. "BsmtExposure" 0.001335 #######
16. "Id" 0.001112 #######
17. "BsmtFullBath" 0.001038 #######
18. "2ndFlrSF" 0.000954 #######
19. "Fireplaces" 0.000352 ######
20. "LotShape" 0.000352 ######
21. "Fence" 0.000265 ######
22. "PavedDrive" 0.000265 ######
23. "Exterior1st" 0.000265 ######
24. "GarageYrBlt" 0.000072 ######
25. "1stFlrSF" 0.000051 ######
26. "SaleCondition" 0.000000 ######
27. "Street" 0.000000 ######
28. "Alley" 0.000000 ######
29. "LandContour" 0.000000 ######
30. "Utilities" 0.000000 ######
31. "LandSlope" 0.000000 ######
32. "Condition2" 0.000000 ######
33. "LotConfig" 0.000000 ######
34. "RoofMatl" 0.000000 ######
35. "ExterCond" 0.000000 ######
36. "HalfBath" 0.000000 ######
37. "BsmtCond" 0.000000 ######
38. "BsmtFinType2" 0.000000 ######
39. "BsmtFinSF2" 0.000000 ######
40. "Heating" 0.000000 ######
41. "3SsnPorch" 0.000000 ######
42. "CentralAir" 0.000000 ######
43. "Electrical" 0.000000 ######
44. "LowQualFinSF" 0.000000 ######
45. "BsmtHalfBath" 0.000000 ######
46. "KitchenAbvGr" 0.000000 ######
47. "Functional" 0.000000 ######
48. "ScreenPorch" 0.000000 ######
49. "PoolArea" 0.000000 ######
50. "PoolQC" 0.000000 ######
51. "MiscFeature" 0.000000 ######
52. "MiscVal" 0.000000 ######
53. "SaleType" 0.000000 ######
54. "GarageFinish" -0.000355 ######
55. "WoodDeckSF" -0.000369 ######
56. "FullBath" -0.000369 ######
57. "ExterQual" -0.000649 ######
58. "OverallCond" -0.000649 ######
59. "OpenPorchSF" -0.000649 ######
60. "BedroomAbvGr" -0.000649 ######
61. "BldgType" -0.000756 ######
62. "LotFrontage" -0.000766 ######
63. "GarageCond" -0.000893 ######
64. "HouseStyle" -0.000946 ######
65. "BsmtFinSF1" -0.001235 #####
66. "EnclosedPorch" -0.001598 #####
67. "TotalBsmtSF" -0.001598 #####
68. "TotRmsAbvGrd" -0.001985 #####
69. "MoSold" -0.002167 #####
70. "FireplaceQu" -0.002381 #####
71. "KitchenQual" -0.002381 #####
72. "BsmtFinType1" -0.002727 ####
73. "LotArea" -0.002727 ####
74. "GarageCars" -0.002750 ####
75. "BsmtQual" -0.003666 ####
76. "GrLivArea" -0.003743 ####
77. "MSSubClass" -0.004365 ####
78. "GarageQual" -0.004617 ###
79. "GarageType" -0.005338 ###
80. "HeatingQC" -0.011247
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GrLivArea" 0.001299 ################
2. "YearBuilt" 0.000922 ##############
3. "Fireplaces" 0.000639 #############
4. "FullBath" 0.000379 ############
5. "LotArea" 0.000308 ###########
6. "BsmtFullBath" 0.000308 ###########
7. "2ndFlrSF" 0.000235 ###########
8. "YrSold" 0.000235 ###########
9. "1stFlrSF" 0.000198 ###########
10. "Exterior1st" 0.000198 ###########
11. "GarageArea" 0.000159 ###########
12. "OverallCond" 0.000121 ###########
13. "OverallQual" 0.000121 ###########
14. "YearRemodAdd" 0.000081 ###########
15. "GarageCars" 0.000041 ##########
16. "GarageYrBlt" 0.000041 ##########
17. "HeatingQC" 0.000041 ##########
18. "BsmtExposure" 0.000041 ##########
19. "Neighborhood" 0.000041 ##########
20. "HouseStyle" 0.000041 ##########
21. "Street" 0.000000 ##########
22. "Alley" 0.000000 ##########
23. "LotShape" 0.000000 ##########
24. "LandContour" 0.000000 ##########
25. "Utilities" 0.000000 ##########
26. "LotConfig" 0.000000 ##########
27. "LandSlope" 0.000000 ##########
28. "Condition1" 0.000000 ##########
29. "Condition2" 0.000000 ##########
30. "BldgType" 0.000000 ##########
31. "RoofStyle" 0.000000 ##########
32. "RoofMatl" 0.000000 ##########
33. "MasVnrType" 0.000000 ##########
34. "ExterCond" 0.000000 ##########
35. "Foundation" 0.000000 ##########
36. "BsmtCond" 0.000000 ##########
37. "BsmtFinType2" 0.000000 ##########
38. "BsmtFinSF2" 0.000000 ##########
39. "BsmtUnfSF" 0.000000 ##########
40. "Heating" 0.000000 ##########
41. "HalfBath" 0.000000 ##########
42. "CentralAir" 0.000000 ##########
43. "Electrical" 0.000000 ##########
44. "LowQualFinSF" 0.000000 ##########
45. "BsmtHalfBath" 0.000000 ##########
46. "KitchenAbvGr" 0.000000 ##########
47. "TotRmsAbvGrd" 0.000000 ##########
48. "Functional" 0.000000 ##########
49. "MSSubClass" 0.000000 ##########
50. "GarageQual" 0.000000 ##########
51. "GarageCond" 0.000000 ##########
52. "PavedDrive" 0.000000 ##########
53. "WoodDeckSF" 0.000000 ##########
54. "OpenPorchSF" 0.000000 ##########
55. "EnclosedPorch" 0.000000 ##########
56. "3SsnPorch" 0.000000 ##########
57. "ScreenPorch" 0.000000 ##########
58. "PoolArea" 0.000000 ##########
59. "PoolQC" 0.000000 ##########
60. "Fence" 0.000000 ##########
61. "MiscFeature" 0.000000 ##########
62. "MiscVal" 0.000000 ##########
63. "MoSold" 0.000000 ##########
64. "MSZoning" 0.000000 ##########
65. "SaleType" 0.000000 ##########
66. "SaleCondition" 0.000000 ##########
67. "KitchenQual" -0.000042 ##########
68. "ExterQual" -0.000042 ##########
69. "MasVnrArea" -0.000042 ##########
70. "BedroomAbvGr" -0.000042 ##########
71. "BsmtFinType1" -0.000084 ##########
72. "Id" -0.000084 ##########
73. "BsmtFinSF1" -0.000216 #########
74. "FireplaceQu" -0.000405 #########
75. "Exterior2nd" -0.000455 ########
76. "BsmtQual" -0.000609 ########
77. "TotalBsmtSF" -0.000718 #######
78. "LotFrontage" -0.000774 #######
79. "GarageFinish" -0.000949 ######
80. "GarageType" -0.002597
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotConfig" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "GarageQual" 0.000000 ################
5. "GarageFinish" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "SaleCondition" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "3SsnPorch" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "FireplaceQu" 0.000000 ################
18. "Functional" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "KitchenQual" 0.000000 ################
21. "KitchenAbvGr" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "BedroomAbvGr" 0.000000 ################
25. "BsmtHalfBath" 0.000000 ################
26. "BsmtFullBath" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "HalfBath" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "LowQualFinSF" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "Electrical" 0.000000 ################
39. "CentralAir" 0.000000 ################
40. "Heating" 0.000000 ################
41. "GarageCond" 0.000000 ################
42. "PavedDrive" 0.000000 ################
43. "WoodDeckSF" 0.000000 ################
44. "EnclosedPorch" 0.000000 ################
45. "ScreenPorch" 0.000000 ################
46. "PoolArea" 0.000000 ################
47. "PoolQC" 0.000000 ################
48. "MiscFeature" 0.000000 ################
49. "MiscVal" 0.000000 ################
50. "SaleType" 0.000000 ################
51. "YearRemodAdd" -0.006250 #########
52. "Id" -0.006667 ########
53. "MoSold" -0.006849 ########
54. "GarageCars" -0.006944 ########
55. "TotRmsAbvGrd" -0.008621 ######
56. "HouseStyle" -0.008621 ######
57. "LotArea" -0.008772 ######
58. "YearBuilt" -0.008929 ######
59. "Neighborhood" -0.008929 ######
60. "BsmtUnfSF" -0.009259 ######
61. "GarageArea" -0.009434 ######
62. "Exterior1st" -0.009804 #####
63. "GrLivArea" -0.010000 #####
64. "Fence" -0.010000 #####
65. "Exterior2nd" -0.010870 ####
66. "TotalBsmtSF" -0.011111 ####
67. "OpenPorchSF" -0.011364 ####
68. "1stFlrSF" -0.012195 ###
69. "YrSold" -0.012195 ###
70. "OverallQual" -0.012500 ##
71. "2ndFlrSF" -0.012500 ##
72. "BsmtFinType1" -0.012500 ##
73. "Fireplaces" -0.012821 ##
74. "GarageType" -0.013158 ##
75. "LotFrontage" -0.013158 ##
76. "BsmtQual" -0.013158 ##
77. "MasVnrType" -0.013514 #
78. "FullBath" -0.013514 #
79. "HeatingQC" -0.013889 #
80. "GarageYrBlt" -0.015152
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "TotalBsmtSF" 0.025000 ################
2. "YearBuilt" 0.008871 ###############
3. "Neighborhood" 0.005769 ###############
4. "BsmtQual" 0.004167 ###############
5. "GarageArea" 0.002273 ###############
6. "GarageCars" 0.002273 ###############
7. "MasVnrArea" 0.001190 ###############
8. "2ndFlrSF" 0.001190 ###############
9. "YrSold" 0.001190 ###############
10. "OverallQual" 0.001190 ###############
11. "OverallCond" 0.001190 ###############
12. "BsmtUnfSF" 0.001190 ###############
13. "GarageYrBlt" 0.001190 ###############
14. "MiscFeature" 0.000000 ###############
15. "MiscVal" 0.000000 ###############
16. "MSZoning" 0.000000 ###############
17. "SaleType" 0.000000 ###############
18. "SaleCondition" 0.000000 ###############
19. "Street" 0.000000 ###############
20. "Alley" 0.000000 ###############
21. "LotShape" 0.000000 ###############
22. "LandContour" 0.000000 ###############
23. "Utilities" 0.000000 ###############
24. "HalfBath" 0.000000 ###############
25. "LandSlope" 0.000000 ###############
26. "Condition1" 0.000000 ###############
27. "Condition2" 0.000000 ###############
28. "BldgType" 0.000000 ###############
29. "RoofStyle" 0.000000 ###############
30. "RoofMatl" 0.000000 ###############
31. "MasVnrType" 0.000000 ###############
32. "ExterCond" 0.000000 ###############
33. "Foundation" 0.000000 ###############
34. "BsmtCond" 0.000000 ###############
35. "BsmtExposure" 0.000000 ###############
36. "BsmtFinType1" 0.000000 ###############
37. "BsmtFinSF1" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "3SsnPorch" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "LowQualFinSF" 0.000000 ###############
45. "BsmtFullBath" 0.000000 ###############
46. "BsmtHalfBath" 0.000000 ###############
47. "BedroomAbvGr" 0.000000 ###############
48. "KitchenAbvGr" 0.000000 ###############
49. "Functional" 0.000000 ###############
50. "Fireplaces" 0.000000 ###############
51. "FireplaceQu" 0.000000 ###############
52. "GarageType" 0.000000 ###############
53. "GarageFinish" 0.000000 ###############
54. "GarageQual" 0.000000 ###############
55. "GarageCond" 0.000000 ###############
56. "PavedDrive" 0.000000 ###############
57. "WoodDeckSF" 0.000000 ###############
58. "EnclosedPorch" 0.000000 ###############
59. "ScreenPorch" 0.000000 ###############
60. "PoolArea" 0.000000 ###############
61. "PoolQC" 0.000000 ###############
62. "1stFlrSF" -0.001316 ###############
63. "FullBath" -0.001316 ###############
64. "OpenPorchSF" -0.001316 ###############
65. "Exterior2nd" -0.001316 ###############
66. "Fence" -0.001316 ###############
67. "KitchenQual" -0.001316 ###############
68. "LotArea" -0.002778 ###############
69. "ExterQual" -0.002778 ###############
70. "HouseStyle" -0.002778 ###############
71. "HeatingQC" -0.004412 ###############
72. "Id" -0.006250 ###############
73. "MSSubClass" -0.006250 ###############
74. "LotConfig" -0.006250 ###############
75. "GrLivArea" -0.006250 ###############
76. "Exterior1st" -0.006250 ###############
77. "YearRemodAdd" -0.006250 ###############
78. "MoSold" -0.006250 ###############
79. "LotFrontage" -0.100000 ############
80. "TotRmsAbvGrd" -0.537500
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotConfig" 0.000000 ################
2. "BedroomAbvGr" 0.000000 ################
3. "FullBath" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "3SsnPorch" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "BsmtHalfBath" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "YrSold" 0.000000 ################
19. "SaleType" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "BsmtFullBath" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "HeatingQC" 0.000000 ################
25. "SaleCondition" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "LowQualFinSF" 0.000000 ################
31. "BsmtUnfSF" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "2ndFlrSF" 0.000000 ################
35. "1stFlrSF" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "CentralAir" 0.000000 ################
39. "Heating" 0.000000 ################
40. "KitchenAbvGr" 0.000000 ################
41. "TotRmsAbvGrd" 0.000000 ################
42. "Functional" 0.000000 ################
43. "GarageYrBlt" 0.000000 ################
44. "GarageQual" 0.000000 ################
45. "GarageCond" 0.000000 ################
46. "PavedDrive" 0.000000 ################
47. "WoodDeckSF" 0.000000 ################
48. "OpenPorchSF" 0.000000 ################
49. "EnclosedPorch" 0.000000 ################
50. "ScreenPorch" 0.000000 ################
51. "PoolArea" 0.000000 ################
52. "PoolQC" 0.000000 ################
53. "Fence" 0.000000 ################
54. "MiscFeature" 0.000000 ################
55. "MiscVal" 0.000000 ################
56. "Exterior1st" -0.003472 #######
57. "OverallQual" -0.003704 ######
58. "OverallCond" -0.003731 ######
59. "GarageType" -0.003759 ######
60. "GrLivArea" -0.003846 ######
61. "FireplaceQu" -0.003876 ######
62. "YearRemodAdd" -0.003906 ######
63. "KitchenQual" -0.003968 #####
64. "Fireplaces" -0.004032 #####
65. "GarageFinish" -0.004032 #####
66. "HalfBath" -0.004167 #####
67. "Id" -0.004202 #####
68. "Electrical" -0.004202 #####
69. "Exterior2nd" -0.004464 ####
70. "GarageArea" -0.004505 ####
71. "BsmtQual" -0.004505 ####
72. "TotalBsmtSF" -0.004717 ###
73. "Foundation" -0.004717 ###
74. "MSZoning" -0.004762 ###
75. "GarageCars" -0.004854 ###
76. "MSSubClass" -0.004902 ###
77. "MoSold" -0.004902 ###
78. "BsmtFinSF1" -0.005319 ##
79. "BsmtFinType1" -0.005495 #
80. "Neighborhood" -0.006250
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageType" 0.002193 ################
2. "Neighborhood" 0.001605 ###############
3. "FullBath" 0.000633 ##############
4. "LotArea" 0.000334 ##############
5. "BsmtFinSF1" 0.000271 ##############
6. "BsmtQual" 0.000271 ##############
7. "Id" 0.000205 ##############
8. "HalfBath" 0.000205 ##############
9. "YearBuilt" 0.000205 ##############
10. "GarageCars" 0.000205 ##############
11. "KitchenQual" 0.000138 #############
12. "BedroomAbvGr" 0.000138 #############
13. "BsmtFullBath" 0.000138 #############
14. "OpenPorchSF" 0.000138 #############
15. "GarageYrBlt" 0.000070 #############
16. "MSZoning" 0.000070 #############
17. "FireplaceQu" 0.000070 #############
18. "Fireplaces" 0.000070 #############
19. "Foundation" 0.000070 #############
20. "BsmtCond" 0.000070 #############
21. "TotalBsmtSF" 0.000070 #############
22. "MiscVal" 0.000000 #############
23. "LotFrontage" 0.000000 #############
24. "Street" 0.000000 #############
25. "MoSold" 0.000000 #############
26. "LotShape" 0.000000 #############
27. "LandContour" 0.000000 #############
28. "Utilities" 0.000000 #############
29. "LandSlope" 0.000000 #############
30. "Condition1" 0.000000 #############
31. "Condition2" 0.000000 #############
32. "BldgType" 0.000000 #############
33. "SaleType" 0.000000 #############
34. "SaleCondition" 0.000000 #############
35. "RoofMatl" 0.000000 #############
36. "ExterCond" 0.000000 #############
37. "BsmtExposure" 0.000000 #############
38. "BsmtFinType2" 0.000000 #############
39. "BsmtFinSF2" 0.000000 #############
40. "Heating" 0.000000 #############
41. "LotConfig" 0.000000 #############
42. "CentralAir" 0.000000 #############
43. "Electrical" 0.000000 #############
44. "2ndFlrSF" 0.000000 #############
45. "LowQualFinSF" 0.000000 #############
46. "BsmtHalfBath" 0.000000 #############
47. "KitchenAbvGr" 0.000000 #############
48. "Functional" 0.000000 #############
49. "GarageQual" 0.000000 #############
50. "PavedDrive" 0.000000 #############
51. "EnclosedPorch" 0.000000 #############
52. "3SsnPorch" 0.000000 #############
53. "ScreenPorch" 0.000000 #############
54. "PoolArea" 0.000000 #############
55. "PoolQC" 0.000000 #############
56. "MiscFeature" 0.000000 #############
57. "Alley" -0.000072 #############
58. "OverallQual" -0.000072 #############
59. "GarageCond" -0.000072 #############
60. "Fence" -0.000072 #############
61. "MasVnrType" -0.000072 #############
62. "RoofStyle" -0.000072 #############
63. "1stFlrSF" -0.000145 #############
64. "HouseStyle" -0.000220 #############
65. "BsmtFinType1" -0.000220 #############
66. "WoodDeckSF" -0.000220 #############
67. "MasVnrArea" -0.000220 #############
68. "YrSold" -0.000220 #############
69. "TotRmsAbvGrd" -0.000298 #############
70. "BsmtUnfSF" -0.000458 #############
71. "GarageArea" -0.000804 #############
72. "ExterQual" -0.000992 ############
73. "GrLivArea" -0.001510 ############
74. "Exterior1st" -0.003852 ##########
75. "GarageFinish" -0.004048 #########
76. "MSSubClass" -0.005676 ########
77. "OverallCond" -0.006243 #######
78. "YearRemodAdd" -0.006548 #######
79. "HeatingQC" -0.008333 #####
80. "Exterior2nd" -0.014048
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "1stFlrSF" 0.015152 ################
2. "BsmtFinType1" 0.015152 ################
3. "Neighborhood" 0.010201 #############
4. "FireplaceQu" 0.006818 ###########
5. "TotRmsAbvGrd" 0.006061 ##########
6. "OpenPorchSF" 0.005892 ##########
7. "GrLivArea" 0.005718 ##########
8. "WoodDeckSF" 0.005348 ##########
9. "2ndFlrSF" 0.005152 ##########
10. "TotalBsmtSF" 0.005152 ##########
11. "BsmtUnfSF" 0.004735 ##########
12. "GarageYrBlt" 0.004735 ##########
13. "YearRemodAdd" 0.004513 #########
14. "Exterior2nd" 0.003524 #########
15. "LotFrontage" 0.002652 ########
16. "GarageArea" 0.002331 ########
17. "ExterQual" 0.001994 ########
18. "LotArea" 0.001263 ########
19. "Fireplaces" 0.001263 ########
20. "LotShape" 0.000866 #######
21. "MasVnrArea" 0.000866 #######
22. "BsmtQual" 0.000866 #######
23. "BsmtFullBath" 0.000446 #######
24. "BsmtExposure" 0.000446 #######
25. "Alley" 0.000000 #######
26. "LandContour" 0.000000 #######
27. "Utilities" 0.000000 #######
28. "LotConfig" 0.000000 #######
29. "LandSlope" 0.000000 #######
30. "Condition1" 0.000000 #######
31. "Condition2" 0.000000 #######
32. "BldgType" 0.000000 #######
33. "RoofStyle" 0.000000 #######
34. "RoofMatl" 0.000000 #######
35. "MasVnrType" 0.000000 #######
36. "ExterCond" 0.000000 #######
37. "BsmtCond" 0.000000 #######
38. "BsmtFinType2" 0.000000 #######
39. "BsmtFinSF2" 0.000000 #######
40. "Heating" 0.000000 #######
41. "HalfBath" 0.000000 #######
42. "CentralAir" 0.000000 #######
43. "Electrical" 0.000000 #######
44. "LowQualFinSF" 0.000000 #######
45. "BsmtHalfBath" 0.000000 #######
46. "BedroomAbvGr" 0.000000 #######
47. "KitchenAbvGr" 0.000000 #######
48. "Functional" 0.000000 #######
49. "GarageFinish" 0.000000 #######
50. "GarageCars" 0.000000 #######
51. "GarageQual" 0.000000 #######
52. "GarageCond" 0.000000 #######
53. "PavedDrive" 0.000000 #######
54. "Street" 0.000000 #######
55. "3SsnPorch" 0.000000 #######
56. "ScreenPorch" 0.000000 #######
57. "PoolArea" 0.000000 #######
58. "PoolQC" 0.000000 #######
59. "MiscFeature" 0.000000 #######
60. "MiscVal" 0.000000 #######
61. "SaleType" 0.000000 #######
62. "SaleCondition" 0.000000 #######
63. "MSZoning" -0.000473 ######
64. "EnclosedPorch" -0.000473 ######
65. "MSSubClass" -0.000978 ######
66. "OverallQual" -0.000978 ######
67. "GarageType" -0.000978 ######
68. "HouseStyle" -0.000978 ######
69. "YrSold" -0.000978 ######
70. "FullBath" -0.001515 ######
71. "Id" -0.002090 ######
72. "OverallCond" -0.002090 ######
73. "Foundation" -0.002090 ######
74. "MoSold" -0.002706 #####
75. "HeatingQC" -0.004079 ####
76. "KitchenQual" -0.004079 ####
77. "Fence" -0.004079 ####
78. "BsmtFinSF1" -0.004848 ####
79. "YearBuilt" -0.005682 ####
80. "Exterior1st" -0.012626
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "HeatingQC" 0.012354 ################
2. "Exterior2nd" 0.010375 ##############
3. "1stFlrSF" 0.010295 ##############
4. "YearRemodAdd" 0.010260 ##############
5. "Neighborhood" 0.010090 ##############
6. "OverallQual" 0.009319 #############
7. "Id" 0.009312 #############
8. "BsmtUnfSF" 0.008330 ############
9. "GarageFinish" 0.007584 ###########
10. "KitchenQual" 0.007526 ###########
11. "ExterQual" 0.006773 ###########
12. "Fireplaces" 0.006674 ###########
13. "TotRmsAbvGrd" 0.006362 ##########
14. "TotalBsmtSF" 0.005637 ##########
15. "OpenPorchSF" 0.005637 ##########
16. "GarageType" 0.004806 #########
17. "BsmtFinSF1" 0.004806 #########
18. "YearBuilt" 0.004747 #########
19. "MasVnrArea" 0.004690 #########
20. "Foundation" 0.004443 #########
21. "BsmtQual" 0.004314 #########
22. "Exterior1st" 0.003944 ########
23. "LotArea" 0.002822 ########
24. "GarageYrBlt" 0.002261 #######
25. "HouseStyle" 0.001852 #######
26. "GarageArea" 0.001791 #######
27. "YrSold" 0.001729 #######
28. "MoSold" 0.001600 ######
29. "LotConfig" 0.001035 ######
30. "HalfBath" 0.001035 ######
31. "RoofStyle" 0.000975 ######
32. "MasVnrType" 0.000975 ######
33. "FireplaceQu" 0.000914 ######
34. "OverallCond" 0.000851 ######
35. "2ndFlrSF" 0.000119 #####
36. "MiscFeature" 0.000000 #####
37. "MiscVal" 0.000000 #####
38. "Street" 0.000000 #####
39. "Alley" 0.000000 #####
40. "SaleType" 0.000000 #####
41. "Utilities" 0.000000 #####
42. "LandSlope" 0.000000 #####
43. "SaleCondition" 0.000000 #####
44. "Condition2" 0.000000 #####
45. "BldgType" 0.000000 #####
46. "RoofMatl" 0.000000 #####
47. "CentralAir" 0.000000 #####
48. "Electrical" 0.000000 #####
49. "LowQualFinSF" 0.000000 #####
50. "BsmtHalfBath" 0.000000 #####
51. "LandContour" 0.000000 #####
52. "KitchenAbvGr" 0.000000 #####
53. "BsmtFinSF2" 0.000000 #####
54. "Functional" 0.000000 #####
55. "Heating" 0.000000 #####
56. "BsmtCond" 0.000000 #####
57. "GarageCond" 0.000000 #####
58. "PavedDrive" 0.000000 #####
59. "ExterCond" 0.000000 #####
60. "EnclosedPorch" 0.000000 #####
61. "3SsnPorch" 0.000000 #####
62. "ScreenPorch" 0.000000 #####
63. "PoolArea" 0.000000 #####
64. "PoolQC" 0.000000 #####
65. "Fence" 0.000000 #####
66. "GarageQual" -0.000061 #####
67. "BsmtFinType2" -0.000061 #####
68. "BsmtExposure" -0.000061 #####
69. "LotFrontage" -0.000123 #####
70. "LotShape" -0.000187 #####
71. "Condition1" -0.001089 ####
72. "GrLivArea" -0.001141 ####
73. "BsmtFullBath" -0.001341 ####
74. "MSZoning" -0.001407 ####
75. "FullBath" -0.001881 ####
76. "WoodDeckSF" -0.002255 ###
77. "MSSubClass" -0.002255 ###
78. "BedroomAbvGr" -0.003704 ##
79. "GarageCars" -0.005478 #
80. "BsmtFinType1" -0.006723
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtQual" 0.002617 ################
2. "FireplaceQu" 0.002296 ###############
3. "MSZoning" 0.002144 ###############
4. "GrLivArea" 0.001983 ###############
5. "Exterior1st" 0.001565 ##############
6. "1stFlrSF" 0.001499 ##############
7. "BsmtUnfSF" 0.001149 ##############
8. "BsmtFinSF1" 0.000996 ##############
9. "GarageArea" 0.000917 ##############
10. "OverallCond" 0.000836 ##############
11. "TotalBsmtSF" 0.000667 #############
12. "BedroomAbvGr" 0.000667 #############
13. "Neighborhood" 0.000580 #############
14. "YearBuilt" 0.000580 #############
15. "Exterior2nd" 0.000490 #############
16. "TotRmsAbvGrd" 0.000490 #############
17. "MasVnrArea" 0.000397 #############
18. "HeatingQC" 0.000397 #############
19. "KitchenQual" 0.000397 #############
20. "2ndFlrSF" 0.000302 #############
21. "GarageCars" 0.000302 #############
22. "LotArea" 0.000204 #############
23. "GarageYrBlt" 0.000104 #############
24. "BsmtFinType2" 0.000104 #############
25. "Fireplaces" 0.000104 #############
26. "HalfBath" 0.000104 #############
27. "GarageQual" 0.000104 #############
28. "EnclosedPorch" 0.000104 #############
29. "LandContour" 0.000000 #############
30. "Utilities" 0.000000 #############
31. "LandSlope" 0.000000 #############
32. "Condition1" 0.000000 #############
33. "Condition2" 0.000000 #############
34. "RoofMatl" 0.000000 #############
35. "MasVnrType" 0.000000 #############
36. "ExterCond" 0.000000 #############
37. "BsmtCond" 0.000000 #############
38. "BsmtExposure" 0.000000 #############
39. "BsmtFinSF2" 0.000000 #############
40. "Heating" 0.000000 #############
41. "3SsnPorch" 0.000000 #############
42. "CentralAir" 0.000000 #############
43. "Electrical" 0.000000 #############
44. "LowQualFinSF" 0.000000 #############
45. "BsmtHalfBath" 0.000000 #############
46. "KitchenAbvGr" 0.000000 #############
47. "Functional" 0.000000 #############
48. "LotConfig" 0.000000 #############
49. "Street" 0.000000 #############
50. "Alley" 0.000000 #############
51. "GarageCond" 0.000000 #############
52. "PavedDrive" 0.000000 #############
53. "LotShape" 0.000000 #############
54. "ScreenPorch" 0.000000 #############
55. "PoolArea" 0.000000 #############
56. "PoolQC" 0.000000 #############
57. "Fence" 0.000000 #############
58. "MiscFeature" 0.000000 #############
59. "MiscVal" 0.000000 #############
60. "SaleType" 0.000000 #############
61. "SaleCondition" 0.000000 #############
62. "RoofStyle" -0.000107 #############
63. "HouseStyle" -0.000107 #############
64. "BldgType" -0.000107 #############
65. "FullBath" -0.000216 ############
66. "MoSold" -0.000216 ############
67. "MSSubClass" -0.000216 ############
68. "GarageFinish" -0.000216 ############
69. "OverallQual" -0.000329 ############
70. "YrSold" -0.000329 ############
71. "ExterQual" -0.000690 ############
72. "BsmtFullBath" -0.001087 ###########
73. "Foundation" -0.001087 ###########
74. "OpenPorchSF" -0.001682 ###########
75. "YearRemodAdd" -0.001845 ###########
76. "WoodDeckSF" -0.002013 ##########
77. "LotFrontage" -0.002958 #########
78. "GarageType" -0.006267 ######
79. "BsmtFinType1" -0.006643 #####
80. "Id" -0.011984
1. "BsmtQual" 0.003635 ################
2. "FullBath" 0.003200 ###############
3. "LotArea" 0.003147 ##############
4. "GarageArea" 0.003093 ##############
5. "GarageType" 0.002927 ##############
6. "Foundation" 0.002563 #############
7. "GarageQual" 0.002365 #############
8. "RoofStyle" 0.002365 #############
9. "HeatingQC" 0.002082 ############
10. "Neighborhood" 0.002082 ############
11. "GrLivArea" 0.002080 ############
12. "OverallQual" 0.002033 ############
13. "1stFlrSF" 0.001850 ############
14. "YrSold" 0.001649 ###########
15. "TotalBsmtSF" 0.001627 ###########
16. "BsmtExposure" 0.001387 ###########
17. "ExterQual" 0.001200 ##########
18. "Id" 0.000965 ##########
19. "FireplaceQu" 0.000735 #########
20. "GarageFinish" 0.000548 #########
21. "WoodDeckSF" 0.000430 #########
22. "KitchenQual" 0.000423 #########
23. "LotFrontage" 0.000411 #########
24. "2ndFlrSF" 0.000399 #########
25. "BsmtUnfSF" 0.000322 #########
26. "Exterior1st" 0.000210 ########
27. "LotShape" 0.000210 ########
28. "MasVnrType" 0.000182 ########
29. "MoSold" 0.000130 ########
30. "HalfBath" 0.000116 ########
31. "ExterCond" 0.000083 ########
32. "OverallCond" 0.000083 ########
33. "BsmtFinSF1" 0.000072 ########
34. "GarageCars" 0.000068 ########
35. "SaleCondition" 0.000068 ########
36. "Fence" 0.000068 ########
37. "BldgType" 0.000034 ########
38. "BsmtCond" 0.000000 ########
39. "BsmtFinSF2" 0.000000 ########
40. "Heating" 0.000000 ########
41. "3SsnPorch" 0.000000 ########
42. "CentralAir" 0.000000 ########
43. "Electrical" 0.000000 ########
44. "LowQualFinSF" 0.000000 ########
45. "BsmtHalfBath" 0.000000 ########
46. "KitchenAbvGr" 0.000000 ########
47. "Functional" 0.000000 ########
48. "Street" 0.000000 ########
49. "Alley" 0.000000 ########
50. "LandContour" 0.000000 ########
51. "GarageCond" 0.000000 ########
52. "PavedDrive" 0.000000 ########
53. "Utilities" 0.000000 ########
54. "ScreenPorch" 0.000000 ########
55. "PoolArea" 0.000000 ########
56. "PoolQC" 0.000000 ########
57. "LandSlope" 0.000000 ########
58. "MiscFeature" 0.000000 ########
59. "MiscVal" 0.000000 ########
60. "Condition2" 0.000000 ########
61. "RoofMatl" 0.000000 ########
62. "SaleType" 0.000000 ########
63. "MSZoning" -0.000015 ########
64. "MSSubClass" -0.000015 ########
65. "BsmtFullBath" -0.000015 ########
66. "MasVnrArea" -0.000023 ########
67. "EnclosedPorch" -0.000035 ########
68. "BsmtFinType2" -0.000049 ########
69. "Condition1" -0.000049 ########
70. "LotConfig" -0.000134 ########
71. "GarageYrBlt" -0.000286 #######
72. "YearRemodAdd" -0.000288 #######
73. "BedroomAbvGr" -0.000325 #######
74. "HouseStyle" -0.000569 #######
75. "YearBuilt" -0.000677 ######
76. "TotRmsAbvGrd" -0.000974 ######
77. "BsmtFinType1" -0.002263 ###
78. "OpenPorchSF" -0.002517 ###
79. "Exterior2nd" -0.003209 #
80. "Fireplaces" -0.003995
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OpenPorchSF" 0.004076 ################
2. "OverallQual" 0.002556 ###############
3. "FireplaceQu" 0.001425 ###############
4. "Fireplaces" 0.001302 ###############
5. "HalfBath" 0.001274 ###############
6. "LotFrontage" 0.000854 ###############
7. "BsmtFinType1" 0.000801 ###############
8. "KitchenQual" 0.000784 ###############
9. "BsmtFinSF1" 0.000592 ###############
10. "YearBuilt" 0.000576 ###############
11. "ExterQual" 0.000551 ###############
12. "BsmtQual" 0.000515 ###############
13. "GrLivArea" 0.000443 ###############
14. "LotShape" 0.000418 ###############
15. "GarageType" 0.000350 ###############
16. "EnclosedPorch" 0.000265 ###############
17. "MSZoning" 0.000205 ###############
18. "BsmtFullBath" 0.000205 ###############
19. "PavedDrive" 0.000108 ###############
20. "GarageCond" 0.000108 ###############
21. "LotConfig" 0.000104 ###############
22. "Fence" 0.000055 ###############
23. "Condition1" 0.000053 ###############
24. "PoolQC" 0.000000 ###############
25. "MiscFeature" 0.000000 ###############
26. "Street" 0.000000 ###############
27. "Alley" 0.000000 ###############
28. "LandContour" 0.000000 ###############
29. "Utilities" 0.000000 ###############
30. "LandSlope" 0.000000 ###############
31. "MiscVal" 0.000000 ###############
32. "Condition2" 0.000000 ###############
33. "BldgType" 0.000000 ###############
34. "SaleType" 0.000000 ###############
35. "RoofMatl" 0.000000 ###############
36. "MasVnrType" 0.000000 ###############
37. "BsmtCond" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "SaleCondition" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "LowQualFinSF" 0.000000 ###############
45. "BsmtHalfBath" 0.000000 ###############
46. "KitchenAbvGr" 0.000000 ###############
47. "Functional" 0.000000 ###############
48. "3SsnPorch" 0.000000 ###############
49. "GarageQual" 0.000000 ###############
50. "ScreenPorch" 0.000000 ###############
51. "PoolArea" 0.000000 ###############
52. "Exterior2nd" -0.000008 ###############
53. "MSSubClass" -0.000220 ###############
54. "ExterCond" -0.000229 ###############
55. "2ndFlrSF" -0.000229 ###############
56. "MasVnrArea" -0.000282 ###############
57. "OverallCond" -0.000282 ###############
58. "Id" -0.000320 ###############
59. "WoodDeckSF" -0.000423 ###############
60. "GarageFinish" -0.000626 ###############
61. "BedroomAbvGr" -0.000795 ###############
62. "Foundation" -0.001566 ###############
63. "HouseStyle" -0.001650 ###############
64. "GarageArea" -0.001673 ###############
65. "1stFlrSF" -0.001684 ###############
66. "YrSold" -0.001769 ###############
67. "FullBath" -0.002607 ###############
68. "MoSold" -0.002686 ###############
69. "YearRemodAdd" -0.002707 ###############
70. "GarageCars" -0.002765 ###############
71. "Exterior1st" -0.002818 ###############
72. "HeatingQC" -0.003181 ###############
73. "BsmtUnfSF" -0.003402 ###############
74. "TotRmsAbvGrd" -0.004630 ###############
75. "RoofStyle" -0.004800 ###############
76. "TotalBsmtSF" -0.005447 ###############
77. "GarageYrBlt" -0.006862 ###############
78. "BsmtExposure" -0.007228 ###############
79. "LotArea" -0.023940 ##############
80. "Neighborhood" -0.332032
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BldgType" 0.004902 ################
2. "HouseStyle" 0.004902 ################
3. "YearBuilt" 0.000804 ###
4. "GarageArea" 0.000628 ##
5. "BsmtQual" 0.000438 ##
6. "KitchenQual" 0.000397 ##
7. "Neighborhood" 0.000357 ##
8. "YearRemodAdd" 0.000229 #
9. "OverallQual" 0.000229 #
10. "Exterior1st" 0.000185 #
11. "Fireplaces" 0.000140 #
12. "GarageCars" 0.000140 #
13. "TotRmsAbvGrd" 0.000140 #
14. "FireplaceQu" 0.000094 #
15. "LotArea" 0.000094 #
16. "BsmtFinSF1" 0.000094 #
17. "FullBath" 0.000094 #
18. "LotFrontage" 0.000048 #
19. "MasVnrArea" 0.000048 #
20. "BsmtUnfSF" 0.000048 #
21. "HeatingQC" 0.000048 #
22. "Foundation" 0.000048 #
23. "GarageYrBlt" 0.000048 #
24. "SaleCondition" 0.000000
25. "MSZoning" 0.000000
26. "Street" 0.000000
27. "Alley" 0.000000
28. "LandContour" 0.000000
29. "Utilities" 0.000000
30. "LandSlope" 0.000000
31. "Condition1" 0.000000
32. "Condition2" 0.000000
33. "RoofStyle" 0.000000
34. "RoofMatl" 0.000000
35. "MasVnrType" 0.000000
36. "ExterCond" 0.000000
37. "BsmtCond" 0.000000
38. "BsmtFinType2" 0.000000
39. "BsmtFinSF2" 0.000000
40. "Heating" 0.000000
41. "LotConfig" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "LowQualFinSF" 0.000000
46. "BsmtHalfBath" 0.000000
47. "BedroomAbvGr" 0.000000
48. "KitchenAbvGr" 0.000000
49. "Functional" 0.000000
50. "GarageType" 0.000000
51. "GarageQual" 0.000000
52. "GarageCond" 0.000000
53. "PavedDrive" 0.000000
54. "EnclosedPorch" 0.000000
55. "3SsnPorch" 0.000000
56. "ScreenPorch" 0.000000
57. "PoolArea" 0.000000
58. "PoolQC" 0.000000
59. "Fence" 0.000000
60. "MiscFeature" 0.000000
61. "MiscVal" 0.000000
62. "SaleType" 0.000000
63. "MSSubClass" -0.000049
64. "BsmtFullBath" -0.000049
65. "OpenPorchSF" -0.000049
66. "BsmtExposure" -0.000049
67. "ExterQual" -0.000049
68. "MoSold" -0.000049
69. "LotShape" -0.000049
70. "HalfBath" -0.000098
71. "GrLivArea" -0.000098
72. "WoodDeckSF" -0.000098
73. "2ndFlrSF" -0.000098
74. "TotalBsmtSF" -0.000098
75. "OverallCond" -0.000098
76. "Exterior2nd" -0.000200
77. "GarageFinish" -0.000200
78. "BsmtFinType1" -0.000253
79. "Id" -0.000253
80. "YrSold" -0.000306
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "SaleCondition" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "YrSold" 0.000000 ################
79. "SaleType" 0.000000 ################
80. "YearBuilt" -0.022727
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "YearRemodAdd" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "MoSold" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YrSold" 0.000000 ################
22. "SaleType" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "SaleCondition" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "FireplaceQu" 0.000000 ################
58. "GarageType" 0.000000 ################
59. "GarageYrBlt" 0.000000 ################
60. "GarageFinish" 0.000000 ################
61. "GarageCars" 0.000000 ################
62. "GarageArea" 0.000000 ################
63. "GarageQual" 0.000000 ################
64. "GarageCond" 0.000000 ################
65. "PavedDrive" 0.000000 ################
66. "WoodDeckSF" 0.000000 ################
67. "OpenPorchSF" 0.000000 ################
68. "EnclosedPorch" 0.000000 ################
69. "3SsnPorch" 0.000000 ################
70. "ScreenPorch" 0.000000 ################
71. "PoolArea" 0.000000 ################
72. "PoolQC" 0.000000 ################
73. "Fence" 0.000000 ################
74. "MiscFeature" 0.000000 ################
75. "MiscVal" 0.000000 ################
76. "LotConfig" -0.004098
77. "BsmtExposure" -0.004098
78. "OverallCond" -0.004132
79. "RoofStyle" -0.004202
80. "Fireplaces" -0.004237
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotArea" 0.003521 ################
2. "BsmtUnfSF" 0.003521 ################
3. "HeatingQC" 0.003521 ################
4. "GrLivArea" 0.000435 ######
5. "Neighborhood" 0.000316 #####
6. "GarageFinish" 0.000253 #####
7. "KitchenQual" 0.000210 #####
8. "ExterQual" 0.000188 #####
9. "2ndFlrSF" 0.000188 #####
10. "BsmtQual" 0.000165 #####
11. "1stFlrSF" 0.000143 #####
12. "YearBuilt" 0.000143 #####
13. "GarageArea" 0.000143 #####
14. "Fireplaces" 0.000120 #####
15. "Exterior1st" 0.000096 #####
16. "FullBath" 0.000096 #####
17. "Foundation" 0.000096 #####
18. "TotalBsmtSF" 0.000096 #####
19. "YrSold" 0.000096 #####
20. "FireplaceQu" 0.000073 #####
21. "TotRmsAbvGrd" 0.000073 #####
22. "BsmtExposure" 0.000073 #####
23. "BedroomAbvGr" 0.000073 #####
24. "OpenPorchSF" 0.000073 #####
25. "Id" 0.000049 #####
26. "GarageCars" 0.000049 #####
27. "BldgType" 0.000025 #####
28. "MoSold" 0.000025 #####
29. "LandSlope" 0.000000 ####
30. "Condition1" 0.000000 ####
31. "Condition2" 0.000000 ####
32. "OverallQual" 0.000000 ####
33. "OverallCond" 0.000000 ####
34. "RoofMatl" 0.000000 ####
35. "MasVnrType" 0.000000 ####
36. "ExterCond" 0.000000 ####
37. "BsmtCond" 0.000000 ####
38. "BsmtFinType2" 0.000000 ####
39. "BsmtFinSF2" 0.000000 ####
40. "Heating" 0.000000 ####
41. "SaleCondition" 0.000000 ####
42. "CentralAir" 0.000000 ####
43. "Electrical" 0.000000 ####
44. "LowQualFinSF" 0.000000 ####
45. "BsmtHalfBath" 0.000000 ####
46. "KitchenAbvGr" 0.000000 ####
47. "Functional" 0.000000 ####
48. "3SsnPorch" 0.000000 ####
49. "MSZoning" 0.000000 ####
50. "Street" 0.000000 ####
51. "GarageQual" 0.000000 ####
52. "GarageCond" 0.000000 ####
53. "PavedDrive" 0.000000 ####
54. "Alley" 0.000000 ####
55. "EnclosedPorch" 0.000000 ####
56. "ScreenPorch" 0.000000 ####
57. "PoolArea" 0.000000 ####
58. "PoolQC" 0.000000 ####
59. "Fence" 0.000000 ####
60. "MiscFeature" 0.000000 ####
61. "MiscVal" 0.000000 ####
62. "LandContour" 0.000000 ####
63. "Utilities" 0.000000 ####
64. "SaleType" 0.000000 ####
65. "RoofStyle" -0.000025 ####
66. "LotConfig" -0.000025 ####
67. "MasVnrArea" -0.000025 ####
68. "BsmtFullBath" -0.000025 ####
69. "MSSubClass" -0.000025 ####
70. "HalfBath" -0.000025 ####
71. "Exterior2nd" -0.000050 ####
72. "YearRemodAdd" -0.000076 ####
73. "LotFrontage" -0.000076 ####
74. "HouseStyle" -0.000102 ####
75. "WoodDeckSF" -0.000355 ###
76. "GarageType" -0.000447 ###
77. "GarageYrBlt" -0.000789 ##
78. "LotShape" -0.001024 #
79. "BsmtFinType1" -0.001066 #
80. "BsmtFinSF1" -0.001581
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YearBuilt" 0.501778 ################
2. "Foundation" 0.501084 ###############
3. "BsmtUnfSF" 0.501084 ###############
4. "Id" 0.500567 ###############
5. "GarageArea" 0.500567 ###############
6. "FullBath" 0.500567 ###############
7. "1stFlrSF" 0.500567 ###############
8. "OpenPorchSF" 0.500290 ###############
9. "YearRemodAdd" 0.500290 ###############
10. "Fireplaces" 0.500290 ###############
11. "BsmtFullBath" 0.500290 ###############
12. "YrSold" 0.500290 ###############
13. "SaleCondition" 0.500000 ###############
14. "GarageType" 0.500000 ###############
15. "Neighborhood" 0.499375 ###############
16. "MoSold" 0.499037 ###############
17. "Exterior2nd" 0.484417 ###############
18. "GarageFinish" 0.428862 #############
19. "KitchenQual" 0.003104
20. "BsmtQual" 0.001778
21. "GrLivArea" 0.001557
22. "TotalBsmtSF" 0.001557
23. "Exterior1st" 0.001326
24. "HeatingQC" 0.001084
25. "LotArea" 0.000831
26. "RoofStyle" 0.000831
27. "LotFrontage" 0.000567
28. "Fence" 0.000567
29. "OverallQual" 0.000290
30. "TotRmsAbvGrd" 0.000290
31. "Street" 0.000000
32. "Alley" 0.000000
33. "LotShape" 0.000000
34. "MSSubClass" 0.000000
35. "Utilities" 0.000000
36. "LandSlope" 0.000000
37. "Condition1" 0.000000
38. "Condition2" 0.000000
39. "BldgType" 0.000000
40. "HouseStyle" 0.000000
41. "LandContour" 0.000000
42. "OverallCond" 0.000000
43. "LotConfig" 0.000000
44. "CentralAir" 0.000000
45. "Electrical" 0.000000
46. "Heating" 0.000000
47. "LowQualFinSF" 0.000000
48. "BsmtFinSF2" 0.000000
49. "BsmtFinType2" 0.000000
50. "BsmtHalfBath" 0.000000
51. "BsmtFinSF1" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "Functional" 0.000000
55. "BsmtExposure" 0.000000
56. "FireplaceQu" 0.000000
57. "BsmtCond" 0.000000
58. "ExterCond" 0.000000
59. "ExterQual" 0.000000
60. "GarageCars" 0.000000
61. "MasVnrArea" 0.000000
62. "GarageQual" 0.000000
63. "GarageCond" 0.000000
64. "PavedDrive" 0.000000
65. "WoodDeckSF" 0.000000
66. "MasVnrType" 0.000000
67. "EnclosedPorch" 0.000000
68. "3SsnPorch" 0.000000
69. "ScreenPorch" 0.000000
70. "PoolArea" 0.000000
71. "PoolQC" 0.000000
72. "MiscFeature" 0.000000
73. "MiscVal" 0.000000
74. "RoofMatl" 0.000000
75. "MSZoning" 0.000000
76. "SaleType" 0.000000
77. "2ndFlrSF" -0.000305
78. "HalfBath" -0.000305
79. "GarageYrBlt" -0.000625
80. "BsmtFinType1" -0.001694
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "SaleCondition" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "YrSold" 0.000000 ################
79. "SaleType" 0.000000 ################
80. "LotArea" -1.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageYrBlt" 0.000647 ################
2. "YearBuilt" 0.000647 ################
3. "OverallQual" 0.000588 ###############
4. "GrLivArea" 0.000496 ###############
5. "BsmtQual" 0.000464 ###############
6. "ExterQual" 0.000432 ###############
7. "KitchenQual" 0.000399 ###############
8. "FullBath" 0.000366 ###############
9. "MasVnrArea" 0.000332 ##############
10. "Neighborhood" 0.000263 ##############
11. "GarageArea" 0.000263 ##############
12. "GarageType" 0.000227 ##############
13. "2ndFlrSF" 0.000227 ##############
14. "OverallCond" 0.000227 ##############
15. "OpenPorchSF" 0.000227 ##############
16. "Exterior2nd" 0.000191 ##############
17. "YearRemodAdd" 0.000154 ##############
18. "BsmtFinSF1" 0.000154 ##############
19. "MasVnrType" 0.000116 ##############
20. "LotShape" 0.000116 ##############
21. "HeatingQC" 0.000116 ##############
22. "FireplaceQu" 0.000116 ##############
23. "HouseStyle" 0.000078 #############
24. "MSSubClass" 0.000040 #############
25. "SaleCondition" 0.000040 #############
26. "YrSold" 0.000040 #############
27. "Foundation" 0.000040 #############
28. "BsmtExposure" 0.000040 #############
29. "BsmtUnfSF" 0.000040 #############
30. "TotalBsmtSF" 0.000040 #############
31. "Id" 0.000040 #############
32. "BedroomAbvGr" 0.000040 #############
33. "TotRmsAbvGrd" 0.000040 #############
34. "GarageFinish" 0.000040 #############
35. "MSZoning" 0.000000 #############
36. "LotFrontage" 0.000000 #############
37. "MiscFeature" 0.000000 #############
38. "Street" 0.000000 #############
39. "Alley" 0.000000 #############
40. "LandContour" 0.000000 #############
41. "Utilities" 0.000000 #############
42. "LandSlope" 0.000000 #############
43. "Condition1" 0.000000 #############
44. "Condition2" 0.000000 #############
45. "MiscVal" 0.000000 #############
46. "LotConfig" 0.000000 #############
47. "BsmtFinSF2" 0.000000 #############
48. "LowQualFinSF" 0.000000 #############
49. "BsmtHalfBath" 0.000000 #############
50. "BsmtFinType2" 0.000000 #############
51. "SaleType" 0.000000 #############
52. "CentralAir" 0.000000 #############
53. "KitchenAbvGr" 0.000000 #############
54. "3SsnPorch" 0.000000 #############
55. "Electrical" 0.000000 #############
56. "Functional" 0.000000 #############
57. "Fireplaces" 0.000000 #############
58. "BsmtCond" 0.000000 #############
59. "ExterCond" 0.000000 #############
60. "Exterior1st" 0.000000 #############
61. "RoofMatl" 0.000000 #############
62. "GarageQual" 0.000000 #############
63. "GarageCond" 0.000000 #############
64. "PavedDrive" 0.000000 #############
65. "RoofStyle" 0.000000 #############
66. "EnclosedPorch" 0.000000 #############
67. "Heating" 0.000000 #############
68. "ScreenPorch" 0.000000 #############
69. "PoolArea" 0.000000 #############
70. "PoolQC" 0.000000 #############
71. "Fence" 0.000000 #############
72. "LotArea" -0.000040 #############
73. "BsmtFinType1" -0.000040 #############
74. "MoSold" -0.000040 #############
75. "GarageCars" -0.000040 #############
76. "BldgType" -0.000081 #############
77. "BsmtFullBath" -0.000123 #############
78. "HalfBath" -0.003228 ##
79. "1stFlrSF" -0.003348 #
80. "WoodDeckSF" -0.003869
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "KitchenQual" 0.014387 ################
2. "LotArea" 0.005506 #########
3. "MasVnrArea" 0.005255 #########
4. "ExterQual" 0.005255 #########
5. "YrSold" 0.004864 ########
6. "LotFrontage" 0.004726 ########
7. "GarageFinish" 0.004726 ########
8. "TotRmsAbvGrd" 0.004437 ########
9. "GarageType" 0.004131 ########
10. "BsmtFinSF1" 0.004123 ########
11. "2ndFlrSF" 0.003285 #######
12. "BsmtQual" 0.003221 #######
13. "RoofStyle" 0.002446 ######
14. "FireplaceQu" 0.002220 ######
15. "TotalBsmtSF" 0.001274 ######
16. "YearRemodAdd" 0.000891 #####
17. "OverallQual" 0.000872 #####
18. "GarageArea" 0.000790 #####
19. "MSSubClass" 0.000640 #####
20. "LotShape" 0.000601 #####
21. "HeatingQC" 0.000523 #####
22. "Foundation" 0.000484 #####
23. "FullBath" 0.000424 #####
24. "GarageCars" 0.000403 #####
25. "Exterior1st" 0.000250 #####
26. "OverallCond" 0.000205 #####
27. "BldgType" 0.000127 #####
28. "GarageQual" 0.000127 #####
29. "HalfBath" 0.000078 #####
30. "Fireplaces" 0.000078 #####
31. "Utilities" 0.000000 #####
32. "LandSlope" 0.000000 #####
33. "Condition1" 0.000000 #####
34. "Condition2" 0.000000 #####
35. "RoofMatl" 0.000000 #####
36. "ExterCond" 0.000000 #####
37. "BsmtCond" 0.000000 #####
38. "BsmtFinType2" 0.000000 #####
39. "BsmtFinSF2" 0.000000 #####
40. "Heating" 0.000000 #####
41. "LotConfig" 0.000000 #####
42. "CentralAir" 0.000000 #####
43. "Electrical" 0.000000 #####
44. "LowQualFinSF" 0.000000 #####
45. "BsmtHalfBath" 0.000000 #####
46. "KitchenAbvGr" 0.000000 #####
47. "Functional" 0.000000 #####
48. "3SsnPorch" 0.000000 #####
49. "MSZoning" 0.000000 #####
50. "Street" 0.000000 #####
51. "Alley" 0.000000 #####
52. "GarageCond" 0.000000 #####
53. "PavedDrive" 0.000000 #####
54. "EnclosedPorch" 0.000000 #####
55. "SaleCondition" 0.000000 #####
56. "ScreenPorch" 0.000000 #####
57. "PoolArea" 0.000000 #####
58. "PoolQC" 0.000000 #####
59. "Fence" 0.000000 #####
60. "MiscFeature" 0.000000 #####
61. "MiscVal" 0.000000 #####
62. "LandContour" 0.000000 #####
63. "SaleType" 0.000000 #####
64. "BedroomAbvGr" -0.000211 ####
65. "BsmtFullBath" -0.000211 ####
66. "MasVnrType" -0.000379 ####
67. "Exterior2nd" -0.000395 ####
68. "GarageYrBlt" -0.000522 ####
69. "BsmtFinType1" -0.001045 ####
70. "OpenPorchSF" -0.001073 ####
71. "HouseStyle" -0.002373 ###
72. "MoSold" -0.002544 ###
73. "YearBuilt" -0.002558 ###
74. "GrLivArea" -0.002600 ###
75. "BsmtUnfSF" -0.002658 ###
76. "WoodDeckSF" -0.002875 ##
77. "BsmtExposure" -0.002888 ##
78. "Id" -0.002955 ##
79. "1stFlrSF" -0.004145 ##
80. "Neighborhood" -0.006794
1. "KitchenQual" 0.000621 ################
2. "Foundation" 0.000621 ################
3. "GarageYrBlt" 0.000504 ###############
4. "BedroomAbvGr" 0.000504 ###############
5. "GarageCars" 0.000504 ###############
6. "Id" 0.000384 ###############
7. "MSSubClass" 0.000384 ###############
8. "2ndFlrSF" 0.000384 ###############
9. "GarageArea" 0.000384 ###############
10. "LotFrontage" 0.000260 ###############
11. "GarageFinish" 0.000260 ###############
12. "1stFlrSF" 0.000132 ###############
13. "Fireplaces" 0.000132 ###############
14. "BsmtQual" 0.000132 ###############
15. "GarageType" 0.000132 ###############
16. "Exterior2nd" 0.000132 ###############
17. "OverallQual" 0.000132 ###############
18. "BsmtUnfSF" 0.000132 ###############
19. "YearRemodAdd" 0.000132 ###############
20. "HalfBath" 0.000132 ###############
21. "MSZoning" 0.000000 ###############
22. "Fence" 0.000000 ###############
23. "Street" 0.000000 ###############
24. "Alley" 0.000000 ###############
25. "LotShape" 0.000000 ###############
26. "LandContour" 0.000000 ###############
27. "Utilities" 0.000000 ###############
28. "LandSlope" 0.000000 ###############
29. "MiscFeature" 0.000000 ###############
30. "Condition1" 0.000000 ###############
31. "Condition2" 0.000000 ###############
32. "BldgType" 0.000000 ###############
33. "MiscVal" 0.000000 ###############
34. "MoSold" 0.000000 ###############
35. "YearBuilt" 0.000000 ###############
36. "LotConfig" 0.000000 ###############
37. "RoofStyle" 0.000000 ###############
38. "RoofMatl" 0.000000 ###############
39. "YrSold" 0.000000 ###############
40. "MasVnrType" 0.000000 ###############
41. "MasVnrArea" 0.000000 ###############
42. "SaleType" 0.000000 ###############
43. "ExterCond" 0.000000 ###############
44. "BsmtCond" 0.000000 ###############
45. "Heating" 0.000000 ###############
46. "LowQualFinSF" 0.000000 ###############
47. "SaleCondition" 0.000000 ###############
48. "BsmtFullBath" 0.000000 ###############
49. "BsmtHalfBath" 0.000000 ###############
50. "FullBath" 0.000000 ###############
51. "PoolQC" 0.000000 ###############
52. "KitchenAbvGr" 0.000000 ###############
53. "BsmtFinSF2" 0.000000 ###############
54. "Functional" 0.000000 ###############
55. "Electrical" 0.000000 ###############
56. "CentralAir" 0.000000 ###############
57. "BsmtFinType2" 0.000000 ###############
58. "BsmtFinSF1" 0.000000 ###############
59. "GarageQual" 0.000000 ###############
60. "GarageCond" 0.000000 ###############
61. "PavedDrive" 0.000000 ###############
62. "EnclosedPorch" 0.000000 ###############
63. "3SsnPorch" 0.000000 ###############
64. "ScreenPorch" 0.000000 ###############
65. "PoolArea" 0.000000 ###############
66. "OverallCond" -0.000137 ###############
67. "ExterQual" -0.000137 ###############
68. "WoodDeckSF" -0.000137 ###############
69. "BsmtFinType1" -0.000137 ###############
70. "BsmtExposure" -0.000137 ###############
71. "TotalBsmtSF" -0.000137 ###############
72. "TotRmsAbvGrd" -0.000137 ###############
73. "HeatingQC" -0.000278 ###############
74. "OpenPorchSF" -0.000278 ###############
75. "GrLivArea" -0.000424 ###############
76. "Exterior1st" -0.001237 ###############
77. "Neighborhood" -0.004624 ###############
78. "FireplaceQu" -0.004624 ###############
79. "HouseStyle" -0.006089 ###############
80. "LotArea" -0.500000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GrLivArea" 0.012821 ################
2. "OpenPorchSF" 0.002404 ####
3. "LotArea" 0.002404 ####
4. "1stFlrSF" 0.001457 ###
5. "GarageArea" 0.001193 ###
6. "TotalBsmtSF" 0.000916 ###
7. "HalfBath" 0.000916 ###
8. "Neighborhood" 0.000625 ##
9. "GarageCars" 0.000625 ##
10. "Id" 0.000321 ##
11. "BsmtFinSF1" 0.000321 ##
12. "BsmtUnfSF" 0.000321 ##
13. "BsmtQual" 0.000321 ##
14. "2ndFlrSF" 0.000321 ##
15. "MasVnrArea" 0.000321 ##
16. "ExterQual" 0.000321 ##
17. "BsmtFullBath" 0.000321 ##
18. "MoSold" 0.000321 ##
19. "YearRemodAdd" 0.000321 ##
20. "YrSold" 0.000321 ##
21. "MSSubClass" 0.000000 ##
22. "MSZoning" 0.000000 ##
23. "MiscVal" 0.000000 ##
24. "Street" 0.000000 ##
25. "Alley" 0.000000 ##
26. "LotShape" 0.000000 ##
27. "LandContour" 0.000000 ##
28. "Utilities" 0.000000 ##
29. "LandSlope" 0.000000 ##
30. "Condition1" 0.000000 ##
31. "Condition2" 0.000000 ##
32. "BldgType" 0.000000 ##
33. "HouseStyle" 0.000000 ##
34. "Heating" 0.000000 ##
35. "OverallCond" 0.000000 ##
36. "CentralAir" 0.000000 ##
37. "LotConfig" 0.000000 ##
38. "RoofStyle" 0.000000 ##
39. "RoofMatl" 0.000000 ##
40. "Exterior1st" 0.000000 ##
41. "Exterior2nd" 0.000000 ##
42. "SaleType" 0.000000 ##
43. "ExterCond" 0.000000 ##
44. "Foundation" 0.000000 ##
45. "BsmtCond" 0.000000 ##
46. "LowQualFinSF" 0.000000 ##
47. "BsmtFinSF2" 0.000000 ##
48. "Electrical" 0.000000 ##
49. "BsmtHalfBath" 0.000000 ##
50. "SaleCondition" 0.000000 ##
51. "HeatingQC" 0.000000 ##
52. "BedroomAbvGr" 0.000000 ##
53. "KitchenAbvGr" 0.000000 ##
54. "TotRmsAbvGrd" 0.000000 ##
55. "Functional" 0.000000 ##
56. "Fireplaces" 0.000000 ##
57. "FireplaceQu" 0.000000 ##
58. "GarageType" 0.000000 ##
59. "GarageYrBlt" 0.000000 ##
60. "BsmtFinType2" 0.000000 ##
61. "GarageQual" 0.000000 ##
62. "GarageCond" 0.000000 ##
63. "PavedDrive" 0.000000 ##
64. "BsmtExposure" 0.000000 ##
65. "EnclosedPorch" 0.000000 ##
66. "3SsnPorch" 0.000000 ##
67. "ScreenPorch" 0.000000 ##
68. "PoolArea" 0.000000 ##
69. "PoolQC" 0.000000 ##
70. "Fence" 0.000000 ##
71. "MiscFeature" 0.000000 ##
72. "OverallQual" -0.000337 #
73. "MasVnrType" -0.000337 #
74. "FullBath" -0.000337 #
75. "BsmtFinType1" -0.000337 #
76. "YearBuilt" -0.000693 #
77. "WoodDeckSF" -0.000693 #
78. "GarageFinish" -0.000693 #
79. "KitchenQual" -0.001068
80. "LotFrontage" -0.001885
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "HalfBath" 1.000000 ################
2. "MSSubClass" 1.000000 ################
3. "BsmtUnfSF" 1.000000 ################
4. "LotFrontage" 1.000000 ################
5. "LotArea" 1.000000 ################
6. "BsmtExposure" 1.000000 ################
7. "MasVnrType" 1.000000 ################
8. "OverallQual" 1.000000 ################
9. "BsmtFinType1" 1.000000 ################
10. "ExterQual" 1.000000 ################
11. "BsmtFinSF1" 1.000000 ################
12. "Foundation" 1.000000 ################
13. "Neighborhood" 1.000000 ################
14. "2ndFlrSF" 1.000000 ################
15. "GrLivArea" 1.000000 ################
16. "KitchenQual" 1.000000 ################
17. "TotRmsAbvGrd" 1.000000 ################
18. "Fireplaces" 1.000000 ################
19. "GarageFinish" 1.000000 ################
20. "GarageArea" 1.000000 ################
21. "OpenPorchSF" 1.000000 ################
22. "LandSlope" 0.000000
23. "Condition1" 0.000000
24. "Condition2" 0.000000
25. "BldgType" 0.000000
26. "HouseStyle" 0.000000
27. "OverallCond" 0.000000
28. "YearBuilt" 0.000000
29. "YearRemodAdd" 0.000000
30. "RoofStyle" 0.000000
31. "RoofMatl" 0.000000
32. "Exterior1st" 0.000000
33. "Exterior2nd" 0.000000
34. "MasVnrArea" 0.000000
35. "ExterCond" 0.000000
36. "BsmtCond" 0.000000
37. "BsmtFinType2" 0.000000
38. "BsmtFinSF2" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "BsmtQual" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "Id" 0.000000
46. "LowQualFinSF" 0.000000
47. "MSZoning" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HeatingQC" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "Street" 0.000000
55. "Alley" 0.000000
56. "Functional" 0.000000
57. "LotShape" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "LandContour" 0.000000
62. "GarageCars" 0.000000
63. "Utilities" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "LotConfig" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "ExterQual" 0.004854 ################
2. "GarageArea" 0.004854 ################
3. "WoodDeckSF" 0.004854 ################
4. "GrLivArea" 0.000948 ###
5. "LotArea" 0.000653 ##
6. "OpenPorchSF" 0.000390 #
7. "Neighborhood" 0.000350 #
8. "FireplaceQu" 0.000350 #
9. "BsmtFinSF1" 0.000225 #
10. "BsmtUnfSF" 0.000225 #
11. "YrSold" 0.000225 #
12. "Exterior2nd" 0.000181 #
13. "TotalBsmtSF" 0.000181 #
14. "Fireplaces" 0.000181 #
15. "1stFlrSF" 0.000137 #
16. "2ndFlrSF" 0.000137 #
17. "MSZoning" 0.000092
18. "Exterior1st" 0.000092
19. "SaleCondition" 0.000092
20. "GarageCars" 0.000092
21. "MSSubClass" 0.000047
22. "BsmtExposure" 0.000047
23. "OverallQual" 0.000047
24. "Foundation" 0.000047
25. "KitchenQual" 0.000047
26. "TotRmsAbvGrd" 0.000047
27. "MoSold" 0.000047
28. "OverallCond" 0.000000
29. "YearBuilt" 0.000000
30. "YearRemodAdd" 0.000000
31. "RoofStyle" 0.000000
32. "RoofMatl" 0.000000
33. "MasVnrType" 0.000000
34. "ExterCond" 0.000000
35. "HalfBath" 0.000000
36. "BsmtCond" 0.000000
37. "BsmtFinType1" 0.000000
38. "BsmtFinType2" 0.000000
39. "BsmtFinSF2" 0.000000
40. "Heating" 0.000000
41. "3SsnPorch" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "Id" 0.000000
45. "LowQualFinSF" 0.000000
46. "LotFrontage" 0.000000
47. "BsmtHalfBath" 0.000000
48. "BedroomAbvGr" 0.000000
49. "KitchenAbvGr" 0.000000
50. "Street" 0.000000
51. "Alley" 0.000000
52. "Functional" 0.000000
53. "LotShape" 0.000000
54. "LandContour" 0.000000
55. "GarageType" 0.000000
56. "Utilities" 0.000000
57. "LotConfig" 0.000000
58. "LandSlope" 0.000000
59. "GarageQual" 0.000000
60. "GarageCond" 0.000000
61. "PavedDrive" 0.000000
62. "Condition1" 0.000000
63. "Condition2" 0.000000
64. "EnclosedPorch" 0.000000
65. "ScreenPorch" 0.000000
66. "PoolArea" 0.000000
67. "PoolQC" 0.000000
68. "Fence" 0.000000
69. "MiscFeature" 0.000000
70. "MiscVal" 0.000000
71. "BldgType" 0.000000
72. "HouseStyle" 0.000000
73. "SaleType" 0.000000
74. "HeatingQC" -0.000048
75. "BsmtQual" -0.000048
76. "FullBath" -0.000096
77. "GarageFinish" -0.000146
78. "MasVnrArea" -0.000146
79. "GarageYrBlt" -0.000146
80. "BsmtFullBath" -0.000196
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "MSSubClass" 0.015152 ################
2. "BsmtFullBath" 0.015152 ################
3. "GarageArea" 0.015152 ################
4. "GarageFinish" 0.005433 ###########
5. "TotalBsmtSF" 0.004735 ##########
6. "GarageType" 0.004570 ##########
7. "Neighborhood" 0.003456 ##########
8. "LotFrontage" 0.002573 #########
9. "YearRemodAdd" 0.002532 #########
10. "LotConfig" 0.002331 #########
11. "BsmtFinSF1" 0.002080 #########
12. "Fireplaces" 0.001818 #########
13. "Foundation" 0.001818 #########
14. "MoSold" 0.001546 #########
15. "LotShape" 0.001263 #########
16. "MasVnrArea" 0.001263 #########
17. "BsmtUnfSF" 0.000967 ########
18. "Id" 0.000659 ########
19. "Exterior1st" 0.000659 ########
20. "HouseStyle" 0.000337 ########
21. "MSZoning" 0.000000 ########
22. "MiscVal" 0.000000 ########
23. "Street" 0.000000 ########
24. "Alley" 0.000000 ########
25. "LandContour" 0.000000 ########
26. "Utilities" 0.000000 ########
27. "LandSlope" 0.000000 ########
28. "Condition1" 0.000000 ########
29. "Condition2" 0.000000 ########
30. "BldgType" 0.000000 ########
31. "SaleType" 0.000000 ########
32. "OverallCond" 0.000000 ########
33. "RoofStyle" 0.000000 ########
34. "RoofMatl" 0.000000 ########
35. "ExterCond" 0.000000 ########
36. "HalfBath" 0.000000 ########
37. "BsmtCond" 0.000000 ########
38. "BsmtFinType2" 0.000000 ########
39. "BsmtFinSF2" 0.000000 ########
40. "Heating" 0.000000 ########
41. "SaleCondition" 0.000000 ########
42. "CentralAir" 0.000000 ########
43. "Electrical" 0.000000 ########
44. "LowQualFinSF" 0.000000 ########
45. "BsmtHalfBath" 0.000000 ########
46. "BedroomAbvGr" 0.000000 ########
47. "KitchenAbvGr" 0.000000 ########
48. "Functional" 0.000000 ########
49. "3SsnPorch" 0.000000 ########
50. "GarageQual" 0.000000 ########
51. "GarageCond" 0.000000 ########
52. "PavedDrive" 0.000000 ########
53. "EnclosedPorch" 0.000000 ########
54. "ScreenPorch" 0.000000 ########
55. "PoolArea" 0.000000 ########
56. "PoolQC" 0.000000 ########
57. "MiscFeature" 0.000000 ########
58. "FullBath" -0.000352 ########
59. "BsmtExposure" -0.000352 ########
60. "2ndFlrSF" -0.001653 #######
61. "OverallQual" -0.001745 #######
62. "FireplaceQu" -0.003017 ######
63. "WoodDeckSF" -0.003556 ######
64. "1stFlrSF" -0.003712 ######
65. "HeatingQC" -0.004286 ######
66. "GrLivArea" -0.004293 ######
67. "KitchenQual" -0.005157 #####
68. "BsmtQual" -0.005525 #####
69. "ExterQual" -0.006444 #####
70. "OpenPorchSF" -0.006557 #####
71. "GarageYrBlt" -0.006969 ####
72. "TotRmsAbvGrd" -0.008547 ####
73. "Exterior2nd" -0.008686 ####
74. "Fence" -0.008772 ####
75. "MasVnrType" -0.008899 ####
76. "LotArea" -0.009009 ###
77. "GarageCars" -0.009009 ###
78. "BsmtFinType1" -0.010270 ###
79. "YrSold" -0.013619 #
80. "YearBuilt" -0.016955
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YearBuilt" 0.013514 ################
2. "WoodDeckSF" 0.013514 ################
3. "OverallQual" 0.013514 ################
4. "OpenPorchSF" 0.002402 #####
5. "ExterQual" 0.002402 #####
6. "Foundation" 0.001609 ####
7. "Exterior2nd" 0.000693 ###
8. "MasVnrArea" 0.000693 ###
9. "BsmtQual" 0.000693 ###
10. "LotConfig" 0.000356 ###
11. "GarageYrBlt" 0.000356 ###
12. "1stFlrSF" 0.000356 ###
13. "SaleType" 0.000356 ###
14. "BsmtUnfSF" 0.000356 ###
15. "GarageType" 0.000356 ###
16. "LotShape" 0.000356 ###
17. "MasVnrType" 0.000356 ###
18. "YearRemodAdd" 0.000356 ###
19. "KitchenQual" 0.000356 ###
20. "MSSubClass" 0.000000 ###
21. "MSZoning" 0.000000 ###
22. "LotFrontage" 0.000000 ###
23. "Street" 0.000000 ###
24. "Alley" 0.000000 ###
25. "LandContour" 0.000000 ###
26. "Utilities" 0.000000 ###
27. "LandSlope" 0.000000 ###
28. "Condition1" 0.000000 ###
29. "Condition2" 0.000000 ###
30. "BldgType" 0.000000 ###
31. "OverallCond" 0.000000 ###
32. "RoofStyle" 0.000000 ###
33. "RoofMatl" 0.000000 ###
34. "ExterCond" 0.000000 ###
35. "BsmtCond" 0.000000 ###
36. "BsmtExposure" 0.000000 ###
37. "BsmtFinSF1" 0.000000 ###
38. "BsmtFinType2" 0.000000 ###
39. "BsmtFinSF2" 0.000000 ###
40. "Heating" 0.000000 ###
41. "HeatingQC" 0.000000 ###
42. "CentralAir" 0.000000 ###
43. "Electrical" 0.000000 ###
44. "LowQualFinSF" 0.000000 ###
45. "BsmtFullBath" 0.000000 ###
46. "BsmtHalfBath" 0.000000 ###
47. "BedroomAbvGr" 0.000000 ###
48. "KitchenAbvGr" 0.000000 ###
49. "Functional" 0.000000 ###
50. "GarageFinish" 0.000000 ###
51. "GarageCars" 0.000000 ###
52. "GarageArea" 0.000000 ###
53. "GarageQual" 0.000000 ###
54. "GarageCond" 0.000000 ###
55. "PavedDrive" 0.000000 ###
56. "EnclosedPorch" 0.000000 ###
57. "3SsnPorch" 0.000000 ###
58. "ScreenPorch" 0.000000 ###
59. "PoolArea" 0.000000 ###
60. "PoolQC" 0.000000 ###
61. "Fence" 0.000000 ###
62. "MiscFeature" 0.000000 ###
63. "MiscVal" 0.000000 ###
64. "MoSold" 0.000000 ###
65. "SaleCondition" 0.000000 ###
66. "TotRmsAbvGrd" -0.000375 ##
67. "HouseStyle" -0.000375 ##
68. "Neighborhood" -0.000375 ##
69. "TotalBsmtSF" -0.000375 ##
70. "Fireplaces" -0.000375 ##
71. "FireplaceQu" -0.000375 ##
72. "YrSold" -0.000375 ##
73. "Id" -0.000772 ##
74. "FullBath" -0.000772 ##
75. "HalfBath" -0.000772 ##
76. "2ndFlrSF" -0.000772 ##
77. "BsmtFinType1" -0.001192 #
78. "Exterior1st" -0.001638 #
79. "GrLivArea" -0.002616
80. "LotArea" -0.003153
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "TotalBsmtSF" 0.000398 ################
2. "Neighborhood" 0.000322 ###############
3. "FullBath" 0.000244 ###############
4. "MasVnrArea" 0.000244 ###############
5. "GarageCars" 0.000244 ###############
6. "2ndFlrSF" 0.000165 ###############
7. "BsmtQual" 0.000165 ###############
8. "YrSold" 0.000165 ###############
9. "LotShape" 0.000083 ###############
10. "Exterior1st" 0.000083 ###############
11. "SaleType" 0.000083 ###############
12. "GarageType" 0.000083 ###############
13. "GarageYrBlt" 0.000083 ###############
14. "MoSold" 0.000083 ###############
15. "LandContour" 0.000000 ###############
16. "Utilities" 0.000000 ###############
17. "3SsnPorch" 0.000000 ###############
18. "LandSlope" 0.000000 ###############
19. "Condition1" 0.000000 ###############
20. "Condition2" 0.000000 ###############
21. "BldgType" 0.000000 ###############
22. "BedroomAbvGr" 0.000000 ###############
23. "OverallCond" 0.000000 ###############
24. "YearBuilt" 0.000000 ###############
25. "BsmtHalfBath" 0.000000 ###############
26. "RoofStyle" 0.000000 ###############
27. "RoofMatl" 0.000000 ###############
28. "LowQualFinSF" 0.000000 ###############
29. "BsmtFinSF2" 0.000000 ###############
30. "Heating" 0.000000 ###############
31. "MSSubClass" 0.000000 ###############
32. "BsmtCond" 0.000000 ###############
33. "BsmtExposure" 0.000000 ###############
34. "Electrical" 0.000000 ###############
35. "BsmtFinSF1" 0.000000 ###############
36. "BsmtFinType2" 0.000000 ###############
37. "KitchenQual" 0.000000 ###############
38. "TotRmsAbvGrd" 0.000000 ###############
39. "Functional" 0.000000 ###############
40. "Fireplaces" 0.000000 ###############
41. "MSZoning" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "KitchenAbvGr" 0.000000 ###############
44. "GarageQual" 0.000000 ###############
45. "GarageCond" 0.000000 ###############
46. "PavedDrive" 0.000000 ###############
47. "OpenPorchSF" 0.000000 ###############
48. "EnclosedPorch" 0.000000 ###############
49. "ScreenPorch" 0.000000 ###############
50. "ExterCond" 0.000000 ###############
51. "PoolQC" 0.000000 ###############
52. "Fence" 0.000000 ###############
53. "MiscFeature" 0.000000 ###############
54. "MiscVal" 0.000000 ###############
55. "Street" 0.000000 ###############
56. "Alley" 0.000000 ###############
57. "PoolArea" 0.000000 ###############
58. "GrLivArea" -0.000085 ###############
59. "HalfBath" -0.000085 ###############
60. "LotConfig" -0.000085 ###############
61. "LotFrontage" -0.000085 ###############
62. "MasVnrType" -0.000085 ###############
63. "Foundation" -0.000085 ###############
64. "FireplaceQu" -0.000085 ###############
65. "HeatingQC" -0.000085 ###############
66. "SaleCondition" -0.000085 ###############
67. "ExterQual" -0.000172 ##############
68. "Id" -0.000172 ##############
69. "YearRemodAdd" -0.000172 ##############
70. "BsmtFinType1" -0.000172 ##############
71. "GarageArea" -0.000172 ##############
72. "HouseStyle" -0.000172 ##############
73. "BsmtUnfSF" -0.000261 ##############
74. "BsmtFullBath" -0.000261 ##############
75. "OverallQual" -0.000261 ##############
76. "GarageFinish" -0.000261 ##############
77. "1stFlrSF" -0.000261 ##############
78. "Exterior2nd" -0.000446 ##############
79. "WoodDeckSF" -0.000541 ##############
80. "LotArea" -0.007853
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "MasVnrArea" 0.005324 ################
2. "OverallQual" 0.003721 #############
3. "FireplaceQu" 0.003670 #############
4. "Exterior2nd" 0.003564 #############
5. "LotShape" 0.002958 ############
6. "Exterior1st" 0.002599 ###########
7. "BsmtFinSF1" 0.002522 ###########
8. "BsmtUnfSF" 0.002015 ##########
9. "1stFlrSF" 0.001923 ##########
10. "GarageArea" 0.001923 ##########
11. "GarageFinish" 0.001730 ##########
12. "MSSubClass" 0.001629 ##########
13. "GarageYrBlt" 0.001629 ##########
14. "ExterQual" 0.001526 #########
15. "KitchenQual" 0.001526 #########
16. "BedroomAbvGr" 0.001419 #########
17. "MasVnrType" 0.001309 #########
18. "YearRemodAdd" 0.000575 ########
19. "GrLivArea" 0.000575 ########
20. "BsmtExposure" 0.000297 ########
21. "HouseStyle" 0.000297 ########
22. "TotalBsmtSF" 0.000297 ########
23. "2ndFlrSF" 0.000151 #######
24. "LotConfig" 0.000151 #######
25. "SaleCondition" 0.000151 #######
26. "MSZoning" 0.000000 #######
27. "ScreenPorch" 0.000000 #######
28. "PoolArea" 0.000000 #######
29. "Street" 0.000000 #######
30. "Alley" 0.000000 #######
31. "LandContour" 0.000000 #######
32. "Utilities" 0.000000 #######
33. "LandSlope" 0.000000 #######
34. "Neighborhood" 0.000000 #######
35. "Condition1" 0.000000 #######
36. "Condition2" 0.000000 #######
37. "BldgType" 0.000000 #######
38. "OverallCond" 0.000000 #######
39. "PoolQC" 0.000000 #######
40. "3SsnPorch" 0.000000 #######
41. "RoofStyle" 0.000000 #######
42. "RoofMatl" 0.000000 #######
43. "Electrical" 0.000000 #######
44. "Heating" 0.000000 #######
45. "CentralAir" 0.000000 #######
46. "LowQualFinSF" 0.000000 #######
47. "BsmtFinSF2" 0.000000 #######
48. "MiscFeature" 0.000000 #######
49. "BsmtHalfBath" 0.000000 #######
50. "MiscVal" 0.000000 #######
51. "SaleType" 0.000000 #######
52. "BsmtFinType2" 0.000000 #######
53. "KitchenAbvGr" 0.000000 #######
54. "TotRmsAbvGrd" 0.000000 #######
55. "Functional" 0.000000 #######
56. "Fireplaces" 0.000000 #######
57. "BsmtCond" 0.000000 #######
58. "HalfBath" 0.000000 #######
59. "ExterCond" 0.000000 #######
60. "GarageQual" 0.000000 #######
61. "GarageCond" 0.000000 #######
62. "PavedDrive" 0.000000 #######
63. "Fence" 0.000000 #######
64. "EnclosedPorch" 0.000000 #######
65. "GarageCars" -0.000157 #######
66. "GarageType" -0.000157 #######
67. "HeatingQC" -0.000157 #######
68. "Foundation" -0.000157 #######
69. "FullBath" -0.000319 #######
70. "BsmtFinType1" -0.000319 #######
71. "MoSold" -0.000319 #######
72. "BsmtQual" -0.000487 ######
73. "YrSold" -0.000487 ######
74. "WoodDeckSF" -0.000662 ######
75. "OpenPorchSF" -0.000843 ######
76. "LotFrontage" -0.001032 #####
77. "BsmtFullBath" -0.001032 #####
78. "LotArea" -0.001228 #####
79. "Id" -0.002098 ####
80. "YearBuilt" -0.004742
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YearBuilt" 0.336095 ################
2. "KitchenQual" 0.333933 ###############
3. "BsmtFullBath" 0.012121 #
4. "TotRmsAbvGrd" 0.011494 #
5. "Neighborhood" 0.006151 #
6. "TotalBsmtSF" 0.005029 #
7. "OverallQual" 0.004168 #
8. "BsmtQual" 0.003711 #
9. "OpenPorchSF" 0.002722 #
10. "MasVnrArea" 0.002617 #
11. "Exterior2nd" 0.002403 #
12. "GarageArea" 0.002396 #
13. "BsmtUnfSF" 0.001690
14. "YearRemodAdd" 0.000853
15. "LotShape" 0.000822
16. "LotFrontage" 0.000808
17. "Exterior1st" 0.000742
18. "BedroomAbvGr" 0.000600
19. "GarageCars" 0.000600
20. "MSSubClass" 0.000383
21. "SaleCondition" 0.000383
22. "HalfBath" 0.000383
23. "FullBath" 0.000284
24. "RoofStyle" 0.000216
25. "BsmtFinType2" 0.000216
26. "MSZoning" 0.000000
27. "Street" 0.000000
28. "Alley" 0.000000
29. "LandContour" 0.000000
30. "Utilities" 0.000000
31. "LandSlope" 0.000000
32. "Condition1" 0.000000
33. "Condition2" 0.000000
34. "BldgType" 0.000000
35. "OverallCond" 0.000000
36. "RoofMatl" 0.000000
37. "ExterCond" 0.000000
38. "BsmtCond" 0.000000
39. "BsmtFinSF2" 0.000000
40. "Heating" 0.000000
41. "3SsnPorch" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "LowQualFinSF" 0.000000
45. "BsmtHalfBath" 0.000000
46. "KitchenAbvGr" 0.000000
47. "Functional" 0.000000
48. "GarageQual" 0.000000
49. "GarageCond" 0.000000
50. "PavedDrive" 0.000000
51. "EnclosedPorch" 0.000000
52. "ScreenPorch" 0.000000
53. "PoolArea" 0.000000
54. "PoolQC" 0.000000
55. "Fence" 0.000000
56. "MiscFeature" 0.000000
57. "MiscVal" 0.000000
58. "SaleType" 0.000000
59. "GarageType" -0.000074
60. "ExterQual" -0.000074
61. "GarageFinish" -0.000194
62. "Fireplaces" -0.000194
63. "YrSold" -0.000194
64. "HeatingQC" -0.000224
65. "1stFlrSF" -0.000224
66. "Id" -0.000411
67. "BsmtExposure" -0.000411
68. "MasVnrType" -0.000635
69. "HouseStyle" -0.000635
70. "MoSold" -0.000635
71. "WoodDeckSF" -0.000851
72. "FireplaceQu" -0.000851
73. "LotConfig" -0.000868
74. "Foundation" -0.001326
75. "BsmtFinType1" -0.002835
76. "GarageYrBlt" -0.003752
77. "GrLivArea" -0.006274
78. "BsmtFinSF1" -0.006749
79. "2ndFlrSF" -0.009339
80. "LotArea" -0.020021
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "2ndFlrSF" 0.020378 ################
2. "LotArea" 0.018663 ###############
3. "ExterQual" 0.014241 #############
4. "WoodDeckSF" 0.013315 #############
5. "GarageArea" 0.011849 ############
6. "GarageYrBlt" 0.009704 ###########
7. "MasVnrType" 0.007979 ##########
8. "GrLivArea" 0.006894 ##########
9. "Exterior1st" 0.005908 #########
10. "1stFlrSF" 0.005716 #########
11. "BsmtExposure" 0.005716 #########
12. "OpenPorchSF" 0.005556 #########
13. "BsmtQual" 0.004904 #########
14. "LotFrontage" 0.004321 #########
15. "KitchenQual" 0.004321 #########
16. "BsmtFinType1" 0.004321 #########
17. "Neighborhood" 0.003808 #########
18. "GarageFinish" 0.003599 #########
19. "YearRemodAdd" 0.001768 ########
20. "FullBath" 0.001011 #######
21. "MSSubClass" 0.000352 #######
22. "LandContour" 0.000352 #######
23. "BsmtUnfSF" 0.000352 #######
24. "TotRmsAbvGrd" 0.000352 #######
25. "SaleType" 0.000352 #######
26. "Alley" 0.000000 #######
27. "LotShape" 0.000000 #######
28. "Utilities" 0.000000 #######
29. "HeatingQC" 0.000000 #######
30. "LandSlope" 0.000000 #######
31. "Condition1" 0.000000 #######
32. "Condition2" 0.000000 #######
33. "BldgType" 0.000000 #######
34. "OverallCond" 0.000000 #######
35. "RoofMatl" 0.000000 #######
36. "ExterCond" 0.000000 #######
37. "BsmtCond" 0.000000 #######
38. "BsmtFinType2" 0.000000 #######
39. "BsmtFinSF2" 0.000000 #######
40. "Heating" 0.000000 #######
41. "3SsnPorch" 0.000000 #######
42. "CentralAir" 0.000000 #######
43. "Electrical" 0.000000 #######
44. "LowQualFinSF" 0.000000 #######
45. "BsmtHalfBath" 0.000000 #######
46. "KitchenAbvGr" 0.000000 #######
47. "Functional" 0.000000 #######
48. "Fireplaces" 0.000000 #######
49. "GarageType" 0.000000 #######
50. "GarageQual" 0.000000 #######
51. "GarageCond" 0.000000 #######
52. "PavedDrive" 0.000000 #######
53. "MSZoning" 0.000000 #######
54. "EnclosedPorch" 0.000000 #######
55. "ScreenPorch" 0.000000 #######
56. "PoolArea" 0.000000 #######
57. "PoolQC" 0.000000 #######
58. "Fence" 0.000000 #######
59. "MiscFeature" 0.000000 #######
60. "MiscVal" 0.000000 #######
61. "Street" 0.000000 #######
62. "SaleCondition" 0.000000 #######
63. "MasVnrArea" -0.000136 #######
64. "HalfBath" -0.000369 #######
65. "BedroomAbvGr" -0.001163 #######
66. "FireplaceQu" -0.002173 ######
67. "RoofStyle" -0.002525 ######
68. "YrSold" -0.003282 ######
69. "MoSold" -0.004218 #####
70. "Id" -0.005039 #####
71. "BsmtFullBath" -0.005203 #####
72. "LotConfig" -0.005203 #####
73. "TotalBsmtSF" -0.007596 ####
74. "OverallQual" -0.008306 ####
75. "GarageCars" -0.009026 ###
76. "HouseStyle" -0.011163 ##
77. "YearBuilt" -0.011345 ##
78. "BsmtFinSF1" -0.012274 ##
79. "Exterior2nd" -0.013861 #
80. "Foundation" -0.018156
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "2ndFlrSF" 0.022989 ################
2. "Exterior1st" 0.022989 ################
3. "GarageArea" 0.022989 ################
4. "LotArea" 0.009383 ##########
5. "YearBuilt" 0.002786 #######
6. "1stFlrSF" 0.002786 #######
7. "KitchenQual" 0.002155 #######
8. "GrLivArea" 0.002155 #######
9. "BsmtFinSF1" 0.002155 #######
10. "TotalBsmtSF" 0.001483 #######
11. "LotShape" 0.001483 #######
12. "BldgType" 0.001483 #######
13. "WoodDeckSF" 0.001483 #######
14. "LotFrontage" 0.000766 #######
15. "HeatingQC" 0.000766 #######
16. "LandContour" 0.000766 #######
17. "BsmtExposure" 0.000766 #######
18. "TotRmsAbvGrd" 0.000766 #######
19. "MasVnrArea" 0.000766 #######
20. "OverallQual" 0.000766 #######
21. "GarageYrBlt" 0.000766 #######
22. "YrSold" 0.000766 #######
23. "Alley" 0.000000 ######
24. "Utilities" 0.000000 ######
25. "LotConfig" 0.000000 ######
26. "LandSlope" 0.000000 ######
27. "Condition1" 0.000000 ######
28. "Condition2" 0.000000 ######
29. "HouseStyle" 0.000000 ######
30. "OverallCond" 0.000000 ######
31. "RoofStyle" 0.000000 ######
32. "RoofMatl" 0.000000 ######
33. "Exterior2nd" 0.000000 ######
34. "MasVnrType" 0.000000 ######
35. "ExterCond" 0.000000 ######
36. "BsmtCond" 0.000000 ######
37. "BsmtFinType2" 0.000000 ######
38. "BsmtFinSF2" 0.000000 ######
39. "BsmtUnfSF" 0.000000 ######
40. "Heating" 0.000000 ######
41. "HalfBath" 0.000000 ######
42. "CentralAir" 0.000000 ######
43. "Electrical" 0.000000 ######
44. "LowQualFinSF" 0.000000 ######
45. "BsmtFullBath" 0.000000 ######
46. "BsmtHalfBath" 0.000000 ######
47. "FullBath" 0.000000 ######
48. "BedroomAbvGr" 0.000000 ######
49. "KitchenAbvGr" 0.000000 ######
50. "Functional" 0.000000 ######
51. "Fireplaces" 0.000000 ######
52. "GarageType" 0.000000 ######
53. "Id" 0.000000 ######
54. "GarageCars" 0.000000 ######
55. "MSSubClass" 0.000000 ######
56. "GarageQual" 0.000000 ######
57. "GarageCond" 0.000000 ######
58. "PavedDrive" 0.000000 ######
59. "MSZoning" 0.000000 ######
60. "OpenPorchSF" 0.000000 ######
61. "EnclosedPorch" 0.000000 ######
62. "3SsnPorch" 0.000000 ######
63. "ScreenPorch" 0.000000 ######
64. "PoolArea" 0.000000 ######
65. "PoolQC" 0.000000 ######
66. "Fence" 0.000000 ######
67. "MiscFeature" 0.000000 ######
68. "MiscVal" 0.000000 ######
69. "MoSold" 0.000000 ######
70. "Street" 0.000000 ######
71. "SaleType" 0.000000 ######
72. "SaleCondition" 0.000000 ######
73. "Foundation" -0.000821 ######
74. "BsmtFinType1" -0.000821 ######
75. "ExterQual" -0.000821 ######
76. "FireplaceQu" -0.001703 ######
77. "GarageFinish" -0.001703 ######
78. "BsmtQual" -0.003678 #####
79. "Neighborhood" -0.011734 #
80. "YearRemodAdd" -0.016667
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "SaleCondition" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "YrSold" 0.000000 ################
79. "SaleType" 0.000000 ################
80. "LotFrontage" -0.041667
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotFrontage" 0.013514 ################
2. "1stFlrSF" 0.013514 ################
3. "Neighborhood" 0.013514 ################
4. "LotArea" 0.001014 ####
5. "BsmtUnfSF" 0.000693 ####
6. "GarageFinish" 0.000693 ####
7. "LotConfig" 0.000356 ###
8. "ExterQual" 0.000356 ###
9. "FireplaceQu" 0.000356 ###
10. "YrSold" 0.000356 ###
11. "HalfBath" 0.000356 ###
12. "KitchenQual" 0.000356 ###
13. "GarageYrBlt" 0.000356 ###
14. "MSSubClass" 0.000000 ###
15. "MSZoning" 0.000000 ###
16. "Street" 0.000000 ###
17. "Alley" 0.000000 ###
18. "LandContour" 0.000000 ###
19. "Utilities" 0.000000 ###
20. "YearRemodAdd" 0.000000 ###
21. "LandSlope" 0.000000 ###
22. "Condition1" 0.000000 ###
23. "Condition2" 0.000000 ###
24. "BldgType" 0.000000 ###
25. "HouseStyle" 0.000000 ###
26. "OverallQual" 0.000000 ###
27. "OverallCond" 0.000000 ###
28. "RoofStyle" 0.000000 ###
29. "RoofMatl" 0.000000 ###
30. "Exterior2nd" 0.000000 ###
31. "MasVnrType" 0.000000 ###
32. "ExterCond" 0.000000 ###
33. "Foundation" 0.000000 ###
34. "BsmtCond" 0.000000 ###
35. "BsmtExposure" 0.000000 ###
36. "BsmtFinType1" 0.000000 ###
37. "BsmtFinSF1" 0.000000 ###
38. "BsmtFinType2" 0.000000 ###
39. "BsmtFinSF2" 0.000000 ###
40. "Heating" 0.000000 ###
41. "HeatingQC" 0.000000 ###
42. "CentralAir" 0.000000 ###
43. "Electrical" 0.000000 ###
44. "2ndFlrSF" 0.000000 ###
45. "LowQualFinSF" 0.000000 ###
46. "BsmtFullBath" 0.000000 ###
47. "BsmtHalfBath" 0.000000 ###
48. "FullBath" 0.000000 ###
49. "KitchenAbvGr" 0.000000 ###
50. "Functional" 0.000000 ###
51. "Fireplaces" 0.000000 ###
52. "GarageType" 0.000000 ###
53. "GarageCars" 0.000000 ###
54. "GarageQual" 0.000000 ###
55. "GarageCond" 0.000000 ###
56. "PavedDrive" 0.000000 ###
57. "EnclosedPorch" 0.000000 ###
58. "3SsnPorch" 0.000000 ###
59. "ScreenPorch" 0.000000 ###
60. "PoolArea" 0.000000 ###
61. "PoolQC" 0.000000 ###
62. "Fence" 0.000000 ###
63. "MiscFeature" 0.000000 ###
64. "MiscVal" 0.000000 ###
65. "SaleType" 0.000000 ###
66. "SaleCondition" 0.000000 ###
67. "WoodDeckSF" -0.000375 ###
68. "BsmtQual" -0.000375 ###
69. "Exterior1st" -0.000375 ###
70. "BedroomAbvGr" -0.000375 ###
71. "Id" -0.000375 ###
72. "TotalBsmtSF" -0.000375 ###
73. "MoSold" -0.000772 ##
74. "TotRmsAbvGrd" -0.000772 ##
75. "OpenPorchSF" -0.001192 ##
76. "YearBuilt" -0.001192 ##
77. "GrLivArea" -0.001192 ##
78. "LotShape" -0.001192 ##
79. "MasVnrArea" -0.001638 #
80. "GarageArea" -0.003728
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotFrontage" 0.022727 ################
2. "1stFlrSF" 0.022727 ################
3. "BsmtQual" 0.022727 ################
4. "TotalBsmtSF" 0.022727 ################
5. "GarageYrBlt" 0.002727 #####
6. "Exterior1st" 0.001894 #####
7. "Id" 0.000988 ####
8. "MSSubClass" 0.000988 ####
9. "MSZoning" 0.000988 ####
10. "WoodDeckSF" 0.000988 ####
11. "GarageCond" 0.000988 ####
12. "GarageFinish" 0.000988 ####
13. "HeatingQC" 0.000988 ####
14. "BsmtUnfSF" 0.000988 ####
15. "Condition1" 0.000988 ####
16. "MiscVal" 0.000000 ####
17. "Street" 0.000000 ####
18. "Alley" 0.000000 ####
19. "LotShape" 0.000000 ####
20. "LandContour" 0.000000 ####
21. "Utilities" 0.000000 ####
22. "LandSlope" 0.000000 ####
23. "MoSold" 0.000000 ####
24. "Condition2" 0.000000 ####
25. "BldgType" 0.000000 ####
26. "SaleType" 0.000000 ####
27. "SaleCondition" 0.000000 ####
28. "RoofStyle" 0.000000 ####
29. "RoofMatl" 0.000000 ####
30. "MasVnrType" 0.000000 ####
31. "MasVnrArea" 0.000000 ####
32. "ExterQual" 0.000000 ####
33. "ExterCond" 0.000000 ####
34. "BsmtCond" 0.000000 ####
35. "BsmtExposure" 0.000000 ####
36. "BsmtFinType1" 0.000000 ####
37. "BsmtFinSF1" 0.000000 ####
38. "BsmtFinType2" 0.000000 ####
39. "BsmtFinSF2" 0.000000 ####
40. "Heating" 0.000000 ####
41. "3SsnPorch" 0.000000 ####
42. "CentralAir" 0.000000 ####
43. "2ndFlrSF" 0.000000 ####
44. "LowQualFinSF" 0.000000 ####
45. "BsmtFullBath" 0.000000 ####
46. "BsmtHalfBath" 0.000000 ####
47. "HalfBath" 0.000000 ####
48. "BedroomAbvGr" 0.000000 ####
49. "KitchenAbvGr" 0.000000 ####
50. "Functional" 0.000000 ####
51. "Fireplaces" 0.000000 ####
52. "FireplaceQu" 0.000000 ####
53. "PavedDrive" 0.000000 ####
54. "OpenPorchSF" 0.000000 ####
55. "ScreenPorch" 0.000000 ####
56. "PoolArea" 0.000000 ####
57. "PoolQC" 0.000000 ####
58. "Fence" 0.000000 ####
59. "MiscFeature" 0.000000 ####
60. "LotArea" -0.001082 ###
61. "OverallQual" -0.001082 ###
62. "GarageQual" -0.001082 ###
63. "Foundation" -0.001082 ###
64. "FullBath" -0.001082 ###
65. "Electrical" -0.001082 ###
66. "Exterior2nd" -0.001082 ###
67. "YrSold" -0.001082 ###
68. "Neighborhood" -0.002273 ###
69. "EnclosedPorch" -0.002273 ###
70. "LotConfig" -0.002273 ###
71. "TotRmsAbvGrd" -0.002273 ###
72. "GrLivArea" -0.002273 ###
73. "GarageType" -0.002273 ###
74. "YearRemodAdd" -0.002273 ###
75. "GarageCars" -0.002273 ###
76. "HouseStyle" -0.003589 ##
77. "OverallCond" -0.003589 ##
78. "GarageArea" -0.003589 ##
79. "KitchenQual" -0.005051 #
80. "YearBuilt" -0.008523
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtFinSF1" 0.351931 ################
2. "1stFlrSF" 0.349785 ###############
3. "Foundation" 0.345494 ###############
4. "GarageType" 0.343348 ###############
5. "GarageArea" 0.341202 ###############
6. "Neighborhood" 0.094421 ########
7. "BsmtQual" 0.068670 #######
8. "Id" 0.062232 #######
9. "GarageYrBlt" 0.062232 #######
10. "GarageCars" 0.055794 ######
11. "HeatingQC" 0.049356 ######
12. "Fireplaces" 0.049356 ######
13. "GarageQual" 0.042918 ######
14. "LotFrontage" 0.040773 ######
15. "YearRemodAdd" 0.025751 ######
16. "GrLivArea" 0.025751 ######
17. "FireplaceQu" 0.021459 #####
18. "OverallQual" 0.021459 #####
19. "OpenPorchSF" 0.017167 #####
20. "2ndFlrSF" 0.015021 #####
21. "ExterQual" 0.015021 #####
22. "KitchenQual" 0.012876 #####
23. "BsmtUnfSF" 0.012876 #####
24. "BsmtFullBath" 0.012876 #####
25. "GarageFinish" 0.008584 #####
26. "MSZoning" 0.002146 #####
27. "BedroomAbvGr" 0.002146 #####
28. "MasVnrArea" 0.002146 #####
29. "ExterCond" 0.002146 #####
30. "BldgType" 0.002146 #####
31. "HouseStyle" 0.002146 #####
32. "BsmtExposure" 0.000000 #####
33. "BsmtFinType1" 0.000000 #####
34. "RoofStyle" 0.000000 #####
35. "Fence" 0.000000 #####
36. "Street" 0.000000 #####
37. "Alley" 0.000000 #####
38. "LandContour" 0.000000 #####
39. "Utilities" 0.000000 #####
40. "Condition1" 0.000000 #####
41. "Condition2" 0.000000 #####
42. "RoofMatl" 0.000000 #####
43. "BsmtCond" 0.000000 #####
44. "CentralAir" 0.000000 #####
45. "Electrical" 0.000000 #####
46. "Heating" 0.000000 #####
47. "LowQualFinSF" 0.000000 #####
48. "PoolArea" 0.000000 #####
49. "BsmtHalfBath" 0.000000 #####
50. "KitchenAbvGr" 0.000000 #####
51. "Functional" 0.000000 #####
52. "BsmtFinSF2" 0.000000 #####
53. "GarageCond" 0.000000 #####
54. "PavedDrive" 0.000000 #####
55. "3SsnPorch" 0.000000 #####
56. "ScreenPorch" 0.000000 #####
57. "PoolQC" 0.000000 #####
58. "LandSlope" 0.000000 #####
59. "MiscFeature" 0.000000 #####
60. "MiscVal" 0.000000 #####
61. "SaleType" 0.000000 #####
62. "SaleCondition" 0.000000 #####
63. "LotArea" -0.002146 #####
64. "EnclosedPorch" -0.002146 #####
65. "TotRmsAbvGrd" -0.002146 #####
66. "MasVnrType" -0.002146 #####
67. "BsmtFinType2" -0.002146 #####
68. "WoodDeckSF" -0.004292 #####
69. "HalfBath" -0.006438 #####
70. "YrSold" -0.006438 #####
71. "LotShape" -0.008584 ####
72. "LotConfig" -0.012876 ####
73. "MSSubClass" -0.055794 ###
74. "Exterior2nd" -0.066524 ###
75. "Exterior1st" -0.081545 ##
76. "TotalBsmtSF" -0.085837 ##
77. "YearBuilt" -0.090129 ##
78. "FullBath" -0.100858 ##
79. "MoSold" -0.135193 #
80. "OverallCond" -0.171674
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OverallQual" 0.012876 ################
2. "OverallCond" 0.004292 ###############
3. "MasVnrArea" 0.004292 ###############
4. "2ndFlrSF" 0.004292 ###############
5. "MSSubClass" 0.002146 ###############
6. "YearBuilt" 0.002146 ###############
7. "FireplaceQu" 0.002146 ###############
8. "GarageYrBlt" 0.002146 ###############
9. "BedroomAbvGr" 0.000000 ###############
10. "Street" 0.000000 ###############
11. "Alley" 0.000000 ###############
12. "LotShape" 0.000000 ###############
13. "LandContour" 0.000000 ###############
14. "Utilities" 0.000000 ###############
15. "3SsnPorch" 0.000000 ###############
16. "LandSlope" 0.000000 ###############
17. "FullBath" 0.000000 ###############
18. "Condition1" 0.000000 ###############
19. "Condition2" 0.000000 ###############
20. "BldgType" 0.000000 ###############
21. "HouseStyle" 0.000000 ###############
22. "BsmtHalfBath" 0.000000 ###############
23. "RoofStyle" 0.000000 ###############
24. "RoofMatl" 0.000000 ###############
25. "BsmtFullBath" 0.000000 ###############
26. "GrLivArea" 0.000000 ###############
27. "MasVnrType" 0.000000 ###############
28. "ExterQual" 0.000000 ###############
29. "ExterCond" 0.000000 ###############
30. "LowQualFinSF" 0.000000 ###############
31. "HalfBath" 0.000000 ###############
32. "BsmtCond" 0.000000 ###############
33. "Heating" 0.000000 ###############
34. "LotConfig" 0.000000 ###############
35. "Electrical" 0.000000 ###############
36. "BsmtFinType2" 0.000000 ###############
37. "BsmtFinSF2" 0.000000 ###############
38. "CentralAir" 0.000000 ###############
39. "KitchenQual" 0.000000 ###############
40. "Functional" 0.000000 ###############
41. "Fireplaces" 0.000000 ###############
42. "TotalBsmtSF" 0.000000 ###############
43. "GarageType" 0.000000 ###############
44. "KitchenAbvGr" 0.000000 ###############
45. "GarageQual" 0.000000 ###############
46. "GarageCond" 0.000000 ###############
47. "PavedDrive" 0.000000 ###############
48. "WoodDeckSF" 0.000000 ###############
49. "EnclosedPorch" 0.000000 ###############
50. "ScreenPorch" 0.000000 ###############
51. "PoolArea" 0.000000 ###############
52. "PoolQC" 0.000000 ###############
53. "Fence" 0.000000 ###############
54. "MiscFeature" 0.000000 ###############
55. "MiscVal" 0.000000 ###############
56. "MoSold" 0.000000 ###############
57. "YrSold" 0.000000 ###############
58. "SaleType" 0.000000 ###############
59. "SaleCondition" 0.000000 ###############
60. "BsmtExposure" -0.002146 ###############
61. "Id" -0.002146 ###############
62. "GarageCars" -0.002146 ###############
63. "OpenPorchSF" -0.002146 ###############
64. "MSZoning" -0.002146 ###############
65. "HeatingQC" -0.004292 ###############
66. "LotArea" -0.004292 ###############
67. "BsmtQual" -0.004292 ###############
68. "TotRmsAbvGrd" -0.004292 ###############
69. "Exterior2nd" -0.004292 ###############
70. "Exterior1st" -0.004292 ###############
71. "BsmtUnfSF" -0.006438 ###############
72. "Foundation" -0.006438 ###############
73. "GarageFinish" -0.006438 ###############
74. "YearRemodAdd" -0.006438 ###############
75. "LotFrontage" -0.008584 ###############
76. "1stFlrSF" -0.008584 ###############
77. "Neighborhood" -0.010730 ###############
78. "BsmtFinSF1" -0.010730 ###############
79. "GarageArea" -0.010730 ###############
80. "BsmtFinType1" -0.474249
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YearBuilt" 0.116883 ################
2. "HeatingQC" 0.041126 #########
3. "MSSubClass" 0.037518 ########
4. "BsmtUnfSF" 0.025974 #######
5. "HouseStyle" 0.020924 #######
6. "GarageType" 0.020202 #######
7. "Condition1" 0.014430 ######
8. "KitchenQual" 0.014430 ######
9. "HalfBath" 0.010101 ######
10. "Exterior1st" 0.009380 ######
11. "LotArea" 0.008658 #####
12. "MoSold" 0.007215 #####
13. "FullBath" 0.006494 #####
14. "OpenPorchSF" 0.005772 #####
15. "BsmtQual" 0.005772 #####
16. "Fireplaces" 0.005772 #####
17. "MSZoning" 0.005051 #####
18. "RoofStyle" 0.004329 #####
19. "Foundation" 0.004329 #####
20. "EnclosedPorch" 0.004329 #####
21. "GarageCond" 0.002886 #####
22. "BsmtFinType1" 0.002886 #####
23. "2ndFlrSF" 0.002886 #####
24. "ExterQual" 0.002886 #####
25. "BldgType" 0.001443 #####
26. "Electrical" 0.001443 #####
27. "PavedDrive" 0.001443 #####
28. "GarageYrBlt" 0.001443 #####
29. "LotConfig" 0.001443 #####
30. "BsmtExposure" 0.001443 #####
31. "CentralAir" 0.001443 #####
32. "BsmtFinType2" 0.000722 #####
33. "BsmtFullBath" 0.000722 #####
34. "LandSlope" 0.000000 #####
35. "Condition2" 0.000000 #####
36. "RoofMatl" 0.000000 #####
37. "ExterCond" 0.000000 #####
38. "BsmtCond" 0.000000 #####
39. "BsmtFinSF2" 0.000000 #####
40. "Heating" 0.000000 #####
41. "3SsnPorch" 0.000000 #####
42. "LowQualFinSF" 0.000000 #####
43. "BsmtHalfBath" 0.000000 #####
44. "BedroomAbvGr" 0.000000 #####
45. "KitchenAbvGr" 0.000000 #####
46. "Functional" 0.000000 #####
47. "GarageQual" 0.000000 #####
48. "Street" 0.000000 #####
49. "Alley" 0.000000 #####
50. "LandContour" 0.000000 #####
51. "ScreenPorch" 0.000000 #####
52. "PoolArea" 0.000000 #####
53. "PoolQC" 0.000000 #####
54. "MiscFeature" 0.000000 #####
55. "MiscVal" 0.000000 #####
56. "Utilities" 0.000000 #####
57. "SaleType" 0.000000 #####
58. "SaleCondition" 0.000000 #####
59. "Fence" -0.000000 #####
60. "MasVnrArea" -0.000722 #####
61. "Id" -0.001443 #####
62. "FireplaceQu" -0.001443 #####
63. "LotShape" -0.002165 ####
64. "MasVnrType" -0.002165 ####
65. "BsmtFinSF1" -0.002886 ####
66. "LotFrontage" -0.006494 ####
67. "YearRemodAdd" -0.006494 ####
68. "WoodDeckSF" -0.006494 ####
69. "YrSold" -0.007215 ####
70. "GarageCars" -0.010101 ####
71. "1stFlrSF" -0.016595 ###
72. "TotalBsmtSF" -0.020202 ###
73. "GarageFinish" -0.020924 ###
74. "Exterior2nd" -0.032468 ##
75. "TotRmsAbvGrd" -0.041847 #
76. "Neighborhood" -0.047619
77. "OverallCond" -0.049784
78. "GarageArea" -0.051948
79. "GrLivArea" -0.054834
80. "OverallQual" -0.056277
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Foundation" 0.459227 ################
2. "TotRmsAbvGrd" 0.448498 ###############
3. "Neighborhood" 0.118026 ######
4. "YearRemodAdd" 0.096567 #####
5. "GarageArea" 0.087983 #####
6. "TotalBsmtSF" 0.072961 #####
7. "LotArea" 0.051502 ####
8. "OpenPorchSF" 0.042918 ####
9. "MasVnrArea" 0.040773 ####
10. "GarageQual" 0.036481 ####
11. "FullBath" 0.036481 ####
12. "GarageFinish" 0.034335 ####
13. "GarageYrBlt" 0.032189 ####
14. "Exterior1st" 0.023605 ###
15. "2ndFlrSF" 0.015021 ###
16. "BsmtQual" 0.015021 ###
17. "ExterQual" 0.012876 ###
18. "HouseStyle" 0.010730 ###
19. "MSSubClass" 0.008584 ###
20. "LotFrontage" 0.006438 ###
21. "OverallCond" 0.004292 ###
22. "MasVnrType" 0.002146 ###
23. "MoSold" 0.002146 ###
24. "HeatingQC" 0.002146 ###
25. "Street" 0.000000 ###
26. "Alley" 0.000000 ###
27. "LotShape" 0.000000 ###
28. "LandContour" 0.000000 ###
29. "Utilities" 0.000000 ###
30. "LandSlope" 0.000000 ###
31. "Condition1" 0.000000 ###
32. "Condition2" 0.000000 ###
33. "BldgType" 0.000000 ###
34. "RoofStyle" 0.000000 ###
35. "RoofMatl" 0.000000 ###
36. "ExterCond" 0.000000 ###
37. "BsmtCond" 0.000000 ###
38. "BsmtFinType2" 0.000000 ###
39. "BsmtFinSF2" 0.000000 ###
40. "Heating" 0.000000 ###
41. "3SsnPorch" 0.000000 ###
42. "CentralAir" 0.000000 ###
43. "Electrical" 0.000000 ###
44. "LowQualFinSF" 0.000000 ###
45. "BsmtHalfBath" 0.000000 ###
46. "HalfBath" 0.000000 ###
47. "KitchenAbvGr" 0.000000 ###
48. "Functional" 0.000000 ###
49. "FireplaceQu" 0.000000 ###
50. "GarageCond" 0.000000 ###
51. "PavedDrive" 0.000000 ###
52. "EnclosedPorch" 0.000000 ###
53. "ScreenPorch" 0.000000 ###
54. "PoolArea" 0.000000 ###
55. "PoolQC" 0.000000 ###
56. "MiscFeature" 0.000000 ###
57. "MiscVal" 0.000000 ###
58. "SaleType" 0.000000 ###
59. "SaleCondition" 0.000000 ###
60. "BsmtFullBath" -0.002146 ###
61. "MSZoning" -0.002146 ###
62. "GarageCars" -0.002146 ###
63. "LotConfig" -0.002146 ###
64. "KitchenQual" -0.002146 ###
65. "OverallQual" -0.004292 ###
66. "Fence" -0.004292 ###
67. "Fireplaces" -0.006438 ###
68. "BsmtExposure" -0.008584 ###
69. "WoodDeckSF" -0.008584 ###
70. "BsmtUnfSF" -0.008584 ###
71. "1stFlrSF" -0.010730 ###
72. "GrLivArea" -0.010730 ###
73. "BedroomAbvGr" -0.010730 ###
74. "YearBuilt" -0.017167 ##
75. "BsmtFinType1" -0.017167 ##
76. "GarageType" -0.021459 ##
77. "Id" -0.032189 ##
78. "Exterior2nd" -0.064378 #
79. "BsmtFinSF1" -0.115880
80. "YrSold" -0.120172
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtUnfSF" 0.187500 ################
2. "YrSold" 0.171336 ###############
3. "MSSubClass" 0.148707 #############
4. "MoSold" 0.085129 #########
5. "OverallQual" 0.074353 #########
6. "GarageYrBlt" 0.072198 #########
7. "Id" 0.067888 ########
8. "LotArea" 0.057112 ########
9. "YearRemodAdd" 0.056034 ########
10. "Neighborhood" 0.053879 ########
11. "BsmtFinType1" 0.043103 #######
12. "TotalBsmtSF" 0.034483 ######
13. "GarageType" 0.034483 ######
14. "Exterior2nd" 0.030172 ######
15. "HeatingQC" 0.021552 ######
16. "RoofStyle" 0.017241 #####
17. "GrLivArea" 0.016164 #####
18. "HouseStyle" 0.016164 #####
19. "GarageQual" 0.011853 #####
20. "ExterQual" 0.009698 #####
21. "LotConfig" 0.008621 #####
22. "BsmtFullBath" 0.006466 #####
23. "FullBath" 0.005388 #####
24. "HalfBath" 0.004310 #####
25. "BsmtFinType2" 0.004310 #####
26. "MSZoning" 0.003233 #####
27. "Foundation" 0.002155 ####
28. "BsmtQual" 0.002155 ####
29. "FireplaceQu" 0.002155 ####
30. "BsmtExposure" 0.001078 ####
31. "EnclosedPorch" 0.001078 ####
32. "Condition1" 0.001078 ####
33. "Fireplaces" 0.001078 ####
34. "OpenPorchSF" 0.001078 ####
35. "PoolArea" 0.000000 ####
36. "Street" 0.000000 ####
37. "Alley" 0.000000 ####
38. "PoolQC" 0.000000 ####
39. "LandContour" 0.000000 ####
40. "Utilities" 0.000000 ####
41. "LandSlope" 0.000000 ####
42. "Condition2" 0.000000 ####
43. "Fence" 0.000000 ####
44. "MiscFeature" 0.000000 ####
45. "MiscVal" 0.000000 ####
46. "RoofMatl" 0.000000 ####
47. "ExterCond" 0.000000 ####
48. "CentralAir" 0.000000 ####
49. "Electrical" 0.000000 ####
50. "Heating" 0.000000 ####
51. "BsmtFinSF2" 0.000000 ####
52. "BsmtHalfBath" 0.000000 ####
53. "LowQualFinSF" 0.000000 ####
54. "Functional" 0.000000 ####
55. "KitchenAbvGr" 0.000000 ####
56. "BsmtCond" 0.000000 ####
57. "GarageCond" 0.000000 ####
58. "PavedDrive" 0.000000 ####
59. "3SsnPorch" 0.000000 ####
60. "ScreenPorch" 0.000000 ####
61. "BldgType" -0.000000 ####
62. "2ndFlrSF" -0.000000 ####
63. "SaleType" -0.001078 ####
64. "SaleCondition" -0.001078 ####
65. "BedroomAbvGr" -0.001078 ####
66. "BsmtFinSF1" -0.002155 ####
67. "MasVnrType" -0.002155 ####
68. "OverallCond" -0.004310 ####
69. "LotShape" -0.005388 ####
70. "Exterior1st" -0.006466 ####
71. "WoodDeckSF" -0.006466 ####
72. "KitchenQual" -0.006466 ####
73. "MasVnrArea" -0.011853 ####
74. "GarageArea" -0.020474 ###
75. "YearBuilt" -0.026940 ###
76. "LotFrontage" -0.033405 ##
77. "GarageCars" -0.043103 ##
78. "TotRmsAbvGrd" -0.059267 #
79. "1stFlrSF" -0.062500 #
80. "GarageFinish" -0.081897
1. "LotFrontage" 0.072961 ################
2. "HouseStyle" 0.055794 #############
3. "YearBuilt" 0.040773 ##########
4. "MSSubClass" 0.021459 #######
5. "HeatingQC" 0.017167 #######
6. "Neighborhood" 0.017167 #######
7. "Exterior2nd" 0.012876 ######
8. "LotArea" 0.008584 #####
9. "FullBath" 0.008584 #####
10. "Id" 0.006438 #####
11. "FireplaceQu" 0.006438 #####
12. "BsmtUnfSF" 0.004292 #####
13. "YearRemodAdd" 0.004292 #####
14. "MSZoning" 0.002146 ####
15. "KitchenQual" 0.002146 ####
16. "GarageQual" 0.002146 ####
17. "Fireplaces" 0.002146 ####
18. "1stFlrSF" 0.002146 ####
19. "BsmtFinType1" 0.002146 ####
20. "GrLivArea" 0.002146 ####
21. "LotShape" 0.000000 ####
22. "2ndFlrSF" 0.000000 ####
23. "OverallCond" 0.000000 ####
24. "Alley" 0.000000 ####
25. "LandContour" 0.000000 ####
26. "Utilities" 0.000000 ####
27. "LandSlope" 0.000000 ####
28. "Condition1" 0.000000 ####
29. "Condition2" 0.000000 ####
30. "LotConfig" 0.000000 ####
31. "RoofStyle" 0.000000 ####
32. "RoofMatl" 0.000000 ####
33. "MasVnrType" 0.000000 ####
34. "MasVnrArea" 0.000000 ####
35. "ExterCond" 0.000000 ####
36. "BsmtCond" 0.000000 ####
37. "BsmtExposure" 0.000000 ####
38. "BsmtFinType2" 0.000000 ####
39. "BsmtFinSF2" 0.000000 ####
40. "Heating" 0.000000 ####
41. "HalfBath" 0.000000 ####
42. "CentralAir" 0.000000 ####
43. "Electrical" 0.000000 ####
44. "LowQualFinSF" 0.000000 ####
45. "BsmtHalfBath" 0.000000 ####
46. "KitchenAbvGr" 0.000000 ####
47. "Functional" 0.000000 ####
48. "3SsnPorch" 0.000000 ####
49. "Street" 0.000000 ####
50. "GarageCond" 0.000000 ####
51. "PavedDrive" 0.000000 ####
52. "WoodDeckSF" 0.000000 ####
53. "OpenPorchSF" 0.000000 ####
54. "EnclosedPorch" 0.000000 ####
55. "SaleCondition" 0.000000 ####
56. "ScreenPorch" 0.000000 ####
57. "PoolArea" 0.000000 ####
58. "PoolQC" 0.000000 ####
59. "Fence" 0.000000 ####
60. "MiscFeature" 0.000000 ####
61. "MiscVal" 0.000000 ####
62. "MoSold" 0.000000 ####
63. "SaleType" 0.000000 ####
64. "GarageType" -0.000000 ####
65. "GarageYrBlt" -0.000000 ####
66. "BsmtQual" -0.000000 ####
67. "BsmtFullBath" -0.000000 ####
68. "YrSold" -0.000000 ####
69. "BedroomAbvGr" -0.002146 ####
70. "TotRmsAbvGrd" -0.002146 ####
71. "OverallQual" -0.004292 ###
72. "BldgType" -0.004292 ###
73. "ExterQual" -0.004292 ###
74. "Foundation" -0.004292 ###
75. "GarageArea" -0.006438 ###
76. "BsmtFinSF1" -0.008584 ###
77. "GarageCars" -0.015021 ##
78. "Exterior1st" -0.015021 ##
79. "GarageFinish" -0.017167 #
80. "TotalBsmtSF" -0.027897
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtUnfSF" 0.366953 ################
2. "HouseStyle" 0.362661 ###############
3. "YearBuilt" 0.085837 ########
4. "BsmtQual" 0.083691 ########
5. "KitchenQual" 0.066524 #######
6. "Exterior1st" 0.057940 #######
7. "YearRemodAdd" 0.051502 #######
8. "LotFrontage" 0.049356 #######
9. "OverallCond" 0.047210 #######
10. "BsmtFinType1" 0.042918 ######
11. "GarageCars" 0.040773 ######
12. "MSSubClass" 0.036481 ######
13. "FullBath" 0.036481 ######
14. "LotArea" 0.032189 ######
15. "GarageYrBlt" 0.021459 ######
16. "HeatingQC" 0.019313 ######
17. "ExterQual" 0.017167 ######
18. "OpenPorchSF" 0.017167 ######
19. "Fireplaces" 0.017167 ######
20. "BsmtFinSF1" 0.015021 ######
21. "MasVnrArea" 0.012876 ######
22. "Exterior2nd" 0.012876 ######
23. "2ndFlrSF" 0.008584 #####
24. "MoSold" 0.008584 #####
25. "LotShape" 0.008584 #####
26. "OverallQual" 0.008584 #####
27. "GarageQual" 0.006438 #####
28. "Fence" 0.006438 #####
29. "Id" 0.006438 #####
30. "MasVnrType" 0.006438 #####
31. "LotConfig" 0.006438 #####
32. "HalfBath" 0.004292 #####
33. "GarageArea" 0.004292 #####
34. "WoodDeckSF" 0.002146 #####
35. "LandContour" 0.002146 #####
36. "BsmtExposure" 0.002146 #####
37. "PavedDrive" 0.002146 #####
38. "EnclosedPorch" 0.002146 #####
39. "ExterCond" 0.002146 #####
40. "Foundation" 0.000000 #####
41. "BsmtFullBath" 0.000000 #####
42. "GarageFinish" 0.000000 #####
43. "Street" 0.000000 #####
44. "Alley" 0.000000 #####
45. "Utilities" 0.000000 #####
46. "LandSlope" 0.000000 #####
47. "BsmtHalfBath" 0.000000 #####
48. "Condition1" 0.000000 #####
49. "Condition2" 0.000000 #####
50. "BldgType" 0.000000 #####
51. "Heating" 0.000000 #####
52. "LowQualFinSF" 0.000000 #####
53. "KitchenAbvGr" 0.000000 #####
54. "BsmtFinSF2" 0.000000 #####
55. "SaleCondition" 0.000000 #####
56. "Functional" 0.000000 #####
57. "BsmtFinType2" 0.000000 #####
58. "CentralAir" 0.000000 #####
59. "3SsnPorch" 0.000000 #####
60. "ScreenPorch" 0.000000 #####
61. "PoolArea" 0.000000 #####
62. "PoolQC" 0.000000 #####
63. "MiscFeature" 0.000000 #####
64. "MiscVal" 0.000000 #####
65. "RoofMatl" 0.000000 #####
66. "SaleType" 0.000000 #####
67. "RoofStyle" -0.002146 #####
68. "BsmtCond" -0.002146 #####
69. "GarageCond" -0.002146 #####
70. "Electrical" -0.002146 #####
71. "BedroomAbvGr" -0.004292 #####
72. "YrSold" -0.006438 #####
73. "TotRmsAbvGrd" -0.019313 #####
74. "GrLivArea" -0.025751 #####
75. "Neighborhood" -0.027897 ####
76. "MSZoning" -0.038627 ####
77. "FireplaceQu" -0.042918 ####
78. "GarageType" -0.045064 ####
79. "TotalBsmtSF" -0.051502 ####
80. "1stFlrSF" -0.206009
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageArea" 0.174603 ################
2. "YearBuilt" 0.158009 ##############
3. "OverallQual" 0.151515 ##############
4. "BsmtUnfSF" 0.147186 ##############
5. "Id" 0.134199 #############
6. "YearRemodAdd" 0.134199 #############
7. "Neighborhood" 0.058442 #######
8. "Exterior2nd" 0.036075 ######
9. "YrSold" 0.032468 #####
10. "MSZoning" 0.018759 ####
11. "WoodDeckSF" 0.011544 ####
12. "Condition1" 0.009380 ####
13. "MasVnrArea" 0.009380 ####
14. "RoofStyle" 0.007937 ####
15. "MasVnrType" 0.006494 ####
16. "LotFrontage" 0.005772 ####
17. "BsmtExposure" 0.005772 ####
18. "Exterior1st" 0.005772 ###
19. "BsmtFullBath" 0.005051 ###
20. "1stFlrSF" 0.004329 ###
21. "Foundation" 0.002886 ###
22. "TotalBsmtSF" 0.001443 ###
23. "LotConfig" 0.000000 ###
24. "PavedDrive" 0.000000 ###
25. "Electrical" 0.000000 ###
26. "PoolQC" 0.000000 ###
27. "MiscFeature" 0.000000 ###
28. "Street" 0.000000 ###
29. "Alley" 0.000000 ###
30. "MiscVal" 0.000000 ###
31. "LandContour" 0.000000 ###
32. "Utilities" 0.000000 ###
33. "LandSlope" 0.000000 ###
34. "Condition2" 0.000000 ###
35. "SaleType" 0.000000 ###
36. "RoofMatl" 0.000000 ###
37. "BsmtCond" 0.000000 ###
38. "BsmtFinType2" 0.000000 ###
39. "BsmtFinSF2" 0.000000 ###
40. "Heating" 0.000000 ###
41. "SaleCondition" 0.000000 ###
42. "CentralAir" 0.000000 ###
43. "LowQualFinSF" 0.000000 ###
44. "BsmtHalfBath" 0.000000 ###
45. "KitchenAbvGr" 0.000000 ###
46. "Functional" 0.000000 ###
47. "Fireplaces" 0.000000 ###
48. "3SsnPorch" 0.000000 ###
49. "ScreenPorch" 0.000000 ###
50. "PoolArea" 0.000000 ###
51. "LotShape" -0.000000 ###
52. "ExterCond" -0.000000 ###
53. "OverallCond" -0.000000 ###
54. "GarageYrBlt" -0.000000 ###
55. "HalfBath" -0.000722 ###
56. "MoSold" -0.000722 ###
57. "BldgType" -0.001443 ###
58. "ExterQual" -0.002165 ###
59. "Fence" -0.003608 ###
60. "GarageCond" -0.003608 ###
61. "2ndFlrSF" -0.003608 ###
62. "OpenPorchSF" -0.005051 ###
63. "BedroomAbvGr" -0.006494 ###
64. "EnclosedPorch" -0.007215 ###
65. "FullBath" -0.008658 ##
66. "GarageFinish" -0.008658 ##
67. "KitchenQual" -0.009380 ##
68. "BsmtFinSF1" -0.009380 ##
69. "GarageCars" -0.010823 ##
70. "FireplaceQu" -0.011544 ##
71. "BsmtFinType1" -0.013709 ##
72. "HouseStyle" -0.013709 ##
73. "TotRmsAbvGrd" -0.015152 ##
74. "LotArea" -0.015873 ##
75. "BsmtQual" -0.021645 ##
76. "GarageQual" -0.023810 #
77. "GarageType" -0.024531 #
78. "MSSubClass" -0.027417 #
79. "GrLivArea" -0.033189 #
80. "HeatingQC" -0.050505
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GrLivArea" 0.161638 ################
2. "YearBuilt" 0.116379 #############
3. "Fireplaces" 0.067888 ##########
4. "YearRemodAdd" 0.039871 #########
5. "Exterior1st" 0.037716 #########
6. "MSSubClass" 0.025862 ########
7. "BsmtFinType1" 0.023707 ########
8. "FullBath" 0.021552 ########
9. "YrSold" 0.020474 ########
10. "BsmtFullBath" 0.015086 #######
11. "2ndFlrSF" 0.010776 #######
12. "OverallQual" 0.010776 #######
13. "1stFlrSF" 0.010776 #######
14. "MoSold" 0.005388 #######
15. "HouseStyle" 0.003233 #######
16. "LotArea" 0.003233 #######
17. "MasVnrType" 0.003233 #######
18. "MSZoning" 0.003233 #######
19. "BsmtExposure" 0.002155 #######
20. "HalfBath" 0.002155 #######
21. "GarageQual" 0.002155 #######
22. "Foundation" 0.001078 #######
23. "OpenPorchSF" 0.001078 #######
24. "BldgType" 0.000000 #######
25. "GarageCars" 0.000000 #######
26. "RoofMatl" 0.000000 #######
27. "LowQualFinSF" 0.000000 #######
28. "Alley" 0.000000 #######
29. "ExterCond" 0.000000 #######
30. "3SsnPorch" 0.000000 #######
31. "BsmtCond" 0.000000 #######
32. "Street" 0.000000 #######
33. "LandContour" 0.000000 #######
34. "Utilities" 0.000000 #######
35. "BsmtFinType2" 0.000000 #######
36. "BsmtFinSF2" 0.000000 #######
37. "Electrical" 0.000000 #######
38. "CentralAir" 0.000000 #######
39. "Heating" 0.000000 #######
40. "SaleCondition" 0.000000 #######
41. "LandSlope" 0.000000 #######
42. "PoolQC" 0.000000 #######
43. "KitchenAbvGr" 0.000000 #######
44. "ScreenPorch" 0.000000 #######
45. "PoolArea" 0.000000 #######
46. "SaleType" 0.000000 #######
47. "Fence" 0.000000 #######
48. "MiscFeature" 0.000000 #######
49. "MiscVal" 0.000000 #######
50. "Condition2" 0.000000 #######
51. "BsmtHalfBath" 0.000000 #######
52. "PavedDrive" -0.000000 #######
53. "Functional" -0.000000 #######
54. "GarageCond" -0.000000 #######
55. "EnclosedPorch" -0.000000 #######
56. "LotConfig" -0.001078 ######
57. "Condition1" -0.002155 ######
58. "ExterQual" -0.003233 ######
59. "BedroomAbvGr" -0.003233 ######
60. "Id" -0.003233 ######
61. "Neighborhood" -0.003233 ######
62. "RoofStyle" -0.003233 ######
63. "LotShape" -0.003233 ######
64. "KitchenQual" -0.004310 ######
65. "TotRmsAbvGrd" -0.004310 ######
66. "GarageArea" -0.004310 ######
67. "MasVnrArea" -0.005388 ######
68. "OverallCond" -0.005388 ######
69. "WoodDeckSF" -0.005388 ######
70. "HeatingQC" -0.005388 ######
71. "BsmtFinSF1" -0.010776 ######
72. "Exterior2nd" -0.017241 ######
73. "GarageYrBlt" -0.020474 #####
74. "BsmtQual" -0.026940 #####
75. "TotalBsmtSF" -0.030172 #####
76. "FireplaceQu" -0.032328 #####
77. "BsmtUnfSF" -0.038793 ####
78. "GarageFinish" -0.048491 ####
79. "LotFrontage" -0.075431 ##
80. "GarageType" -0.126078
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.110991 ################
2. "GarageCars" 0.099138 ##############
3. "YearRemodAdd" 0.088362 #############
4. "YearBuilt" 0.060345 ###########
5. "TotRmsAbvGrd" 0.039871 #########
6. "BsmtUnfSF" 0.034483 ########
7. "GarageArea" 0.030172 ########
8. "LotArea" 0.029095 ########
9. "Neighborhood" 0.023707 ########
10. "Fence" 0.023707 ########
11. "MoSold" 0.022629 #######
12. "HouseStyle" 0.018319 #######
13. "BsmtFinSF1" 0.015086 #######
14. "TotalBsmtSF" 0.011853 ######
15. "FireplaceQu" 0.010776 ######
16. "OpenPorchSF" 0.009698 ######
17. "GarageQual" 0.008621 ######
18. "1stFlrSF" 0.002155 ######
19. "BsmtFullBath" 0.002155 ######
20. "BsmtFinType2" 0.002155 ######
21. "RoofStyle" 0.002155 ######
22. "MSZoning" 0.002155 ######
23. "GarageCond" 0.002155 ######
24. "PavedDrive" 0.000000 #####
25. "BldgType" 0.000000 #####
26. "Electrical" 0.000000 #####
27. "CentralAir" 0.000000 #####
28. "Street" 0.000000 #####
29. "LandContour" 0.000000 #####
30. "Utilities" 0.000000 #####
31. "LandSlope" 0.000000 #####
32. "Condition2" 0.000000 #####
33. "RoofMatl" 0.000000 #####
34. "MasVnrArea" 0.000000 #####
35. "ExterQual" 0.000000 #####
36. "ExterCond" 0.000000 #####
37. "HalfBath" 0.000000 #####
38. "BsmtCond" 0.000000 #####
39. "BsmtFinSF2" 0.000000 #####
40. "Heating" 0.000000 #####
41. "SaleCondition" 0.000000 #####
42. "LowQualFinSF" 0.000000 #####
43. "BsmtHalfBath" 0.000000 #####
44. "BedroomAbvGr" 0.000000 #####
45. "KitchenAbvGr" 0.000000 #####
46. "Functional" 0.000000 #####
47. "3SsnPorch" 0.000000 #####
48. "ScreenPorch" 0.000000 #####
49. "PoolArea" 0.000000 #####
50. "PoolQC" 0.000000 #####
51. "MiscFeature" 0.000000 #####
52. "MiscVal" 0.000000 #####
53. "SaleType" 0.000000 #####
54. "GarageFinish" -0.002155 #####
55. "LotConfig" -0.002155 #####
56. "EnclosedPorch" -0.002155 #####
57. "KitchenQual" -0.002155 #####
58. "Condition1" -0.002155 #####
59. "WoodDeckSF" -0.002155 #####
60. "Alley" -0.002155 #####
61. "YrSold" -0.002155 #####
62. "BsmtFinType1" -0.004310 #####
63. "LotShape" -0.004310 #####
64. "BsmtExposure" -0.006466 #####
65. "MSSubClass" -0.006466 #####
66. "OverallQual" -0.007543 #####
67. "Foundation" -0.010776 ####
68. "Fireplaces" -0.011853 ####
69. "LotFrontage" -0.012931 ####
70. "Exterior1st" -0.014009 ####
71. "MasVnrType" -0.014009 ####
72. "GrLivArea" -0.014009 ####
73. "BsmtQual" -0.015086 ####
74. "FullBath" -0.017241 ####
75. "2ndFlrSF" -0.020474 ###
76. "GarageType" -0.022629 ###
77. "Exterior2nd" -0.022629 ###
78. "OverallCond" -0.025862 ###
79. "GarageYrBlt" -0.030172 ###
80. "HeatingQC" -0.063578
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Neighborhood" 0.015021 ################
2. "BsmtUnfSF" 0.015021 ################
3. "Fireplaces" 0.008584 ############
4. "BsmtExposure" 0.006438 ###########
5. "2ndFlrSF" 0.006438 ###########
6. "BsmtQual" 0.006438 ###########
7. "HouseStyle" 0.006438 ###########
8. "FireplaceQu" 0.006438 ###########
9. "GarageArea" 0.006438 ###########
10. "GarageCars" 0.004292 #########
11. "BsmtFinSF1" 0.004292 #########
12. "BldgType" 0.004292 #########
13. "BsmtFullBath" 0.002146 ########
14. "MSSubClass" 0.002146 ########
15. "TotalBsmtSF" 0.002146 ########
16. "Exterior2nd" 0.002146 ########
17. "MasVnrArea" 0.002146 ########
18. "GrLivArea" 0.002146 ########
19. "HeatingQC" 0.002146 ########
20. "ExterCond" 0.002146 ########
21. "TotRmsAbvGrd" 0.002146 ########
22. "MoSold" 0.002146 ########
23. "LotFrontage" 0.000000 #######
24. "Street" 0.000000 #######
25. "Alley" 0.000000 #######
26. "LotShape" 0.000000 #######
27. "LandContour" 0.000000 #######
28. "Utilities" 0.000000 #######
29. "LandSlope" 0.000000 #######
30. "Condition1" 0.000000 #######
31. "Condition2" 0.000000 #######
32. "RoofStyle" 0.000000 #######
33. "RoofMatl" 0.000000 #######
34. "Exterior1st" 0.000000 #######
35. "MasVnrType" 0.000000 #######
36. "Foundation" 0.000000 #######
37. "BsmtCond" 0.000000 #######
38. "BsmtFinType2" 0.000000 #######
39. "BsmtFinSF2" 0.000000 #######
40. "Heating" 0.000000 #######
41. "SaleCondition" 0.000000 #######
42. "CentralAir" 0.000000 #######
43. "Electrical" 0.000000 #######
44. "LowQualFinSF" 0.000000 #######
45. "BsmtHalfBath" 0.000000 #######
46. "HalfBath" 0.000000 #######
47. "BedroomAbvGr" 0.000000 #######
48. "KitchenAbvGr" 0.000000 #######
49. "KitchenQual" 0.000000 #######
50. "Functional" 0.000000 #######
51. "3SsnPorch" 0.000000 #######
52. "LotConfig" 0.000000 #######
53. "GarageQual" 0.000000 #######
54. "GarageCond" 0.000000 #######
55. "PavedDrive" 0.000000 #######
56. "EnclosedPorch" 0.000000 #######
57. "ScreenPorch" 0.000000 #######
58. "PoolArea" 0.000000 #######
59. "PoolQC" 0.000000 #######
60. "Fence" 0.000000 #######
61. "MiscFeature" 0.000000 #######
62. "MiscVal" 0.000000 #######
63. "MSZoning" 0.000000 #######
64. "SaleType" 0.000000 #######
65. "BsmtFinType1" -0.002146 ######
66. "YearBuilt" -0.002146 ######
67. "WoodDeckSF" -0.002146 ######
68. "OpenPorchSF" -0.002146 ######
69. "OverallCond" -0.002146 ######
70. "OverallQual" -0.002146 ######
71. "GarageType" -0.002146 ######
72. "GarageFinish" -0.002146 ######
73. "ExterQual" -0.002146 ######
74. "YrSold" -0.002146 ######
75. "Id" -0.004292 ####
76. "YearRemodAdd" -0.004292 ####
77. "GarageYrBlt" -0.004292 ####
78. "FullBath" -0.006438 ###
79. "1stFlrSF" -0.006438 ###
80. "LotArea" -0.012876
1. "BsmtFinType1" 0.465665 ################
2. "GarageArea" 0.135193 ######
3. "FullBath" 0.128755 ######
4. "BsmtFinSF1" 0.111588 ######
5. "YearBuilt" 0.072961 #####
6. "TotRmsAbvGrd" 0.045064 ####
7. "FireplaceQu" 0.040773 ####
8. "GrLivArea" 0.038627 ####
9. "LotConfig" 0.036481 ####
10. "ExterQual" 0.036481 ####
11. "Fireplaces" 0.034335 ####
12. "Exterior1st" 0.034335 ####
13. "BsmtFinType2" 0.032189 ####
14. "HeatingQC" 0.032189 ####
15. "YearRemodAdd" 0.027897 ###
16. "TotalBsmtSF" 0.023605 ###
17. "GarageType" 0.021459 ###
18. "MSSubClass" 0.019313 ###
19. "Neighborhood" 0.019313 ###
20. "OverallCond" 0.019313 ###
21. "YrSold" 0.017167 ###
22. "2ndFlrSF" 0.015021 ###
23. "KitchenQual" 0.015021 ###
24. "GarageFinish" 0.015021 ###
25. "OverallQual" 0.012876 ###
26. "Id" 0.012876 ###
27. "HouseStyle" 0.010730 ###
28. "BsmtQual" 0.008584 ###
29. "BsmtUnfSF" 0.008584 ###
30. "OpenPorchSF" 0.008584 ###
31. "MSZoning" 0.006438 ###
32. "MoSold" 0.006438 ###
33. "HalfBath" 0.006438 ###
34. "CentralAir" 0.002146 ###
35. "Fence" 0.002146 ###
36. "LotFrontage" 0.002146 ###
37. "Electrical" 0.002146 ###
38. "MasVnrArea" 0.002146 ###
39. "PoolQC" 0.000000 ###
40. "Street" 0.000000 ###
41. "Alley" 0.000000 ###
42. "BsmtCond" 0.000000 ###
43. "Utilities" 0.000000 ###
44. "LandSlope" 0.000000 ###
45. "MiscFeature" 0.000000 ###
46. "Condition2" 0.000000 ###
47. "MiscVal" 0.000000 ###
48. "RoofMatl" 0.000000 ###
49. "SaleType" 0.000000 ###
50. "Heating" 0.000000 ###
51. "LowQualFinSF" 0.000000 ###
52. "BsmtHalfBath" 0.000000 ###
53. "BsmtFinSF2" 0.000000 ###
54. "KitchenAbvGr" 0.000000 ###
55. "LandContour" 0.000000 ###
56. "Functional" 0.000000 ###
57. "ExterCond" 0.000000 ###
58. "3SsnPorch" 0.000000 ###
59. "GarageCond" 0.000000 ###
60. "PavedDrive" 0.000000 ###
61. "ScreenPorch" 0.000000 ###
62. "PoolArea" 0.000000 ###
63. "GarageQual" -0.000000 ###
64. "LotShape" -0.000000 ###
65. "BldgType" -0.000000 ###
66. "SaleCondition" -0.000000 ###
67. "BsmtExposure" -0.002146 ###
68. "EnclosedPorch" -0.002146 ###
69. "Condition1" -0.002146 ###
70. "GarageCars" -0.002146 ###
71. "BsmtFullBath" -0.002146 ###
72. "RoofStyle" -0.004292 ###
73. "MasVnrType" -0.004292 ###
74. "Exterior2nd" -0.006438 ###
75. "GarageYrBlt" -0.006438 ###
76. "LotArea" -0.012876 ##
77. "Foundation" -0.036481 ##
78. "BedroomAbvGr" -0.045064 #
79. "WoodDeckSF" -0.077253 #
80. "1stFlrSF" -0.118026
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "TotalBsmtSF" 0.008584 ################
2. "MasVnrArea" 0.008584 ################
3. "MoSold" 0.004292 ###############
4. "BsmtFinType1" 0.004292 ###############
5. "BsmtFinSF1" 0.004292 ###############
6. "Foundation" 0.004292 ###############
7. "BsmtFinType2" 0.002146 ###############
8. "MSZoning" 0.002146 ###############
9. "WoodDeckSF" 0.002146 ###############
10. "LotArea" 0.002146 ###############
11. "GarageCars" 0.002146 ###############
12. "LotShape" 0.002146 ###############
13. "Exterior1st" 0.002146 ###############
14. "GarageFinish" 0.002146 ###############
15. "GarageYrBlt" 0.002146 ###############
16. "BedroomAbvGr" 0.002146 ###############
17. "HalfBath" 0.002146 ###############
18. "LotConfig" 0.000000 ###############
19. "YrSold" 0.000000 ###############
20. "LotFrontage" 0.000000 ###############
21. "Street" 0.000000 ###############
22. "Alley" 0.000000 ###############
23. "LandContour" 0.000000 ###############
24. "Utilities" 0.000000 ###############
25. "YearRemodAdd" 0.000000 ###############
26. "LandSlope" 0.000000 ###############
27. "SaleType" 0.000000 ###############
28. "Condition1" 0.000000 ###############
29. "Condition2" 0.000000 ###############
30. "BldgType" 0.000000 ###############
31. "SaleCondition" 0.000000 ###############
32. "OverallCond" 0.000000 ###############
33. "RoofStyle" 0.000000 ###############
34. "RoofMatl" 0.000000 ###############
35. "ExterCond" 0.000000 ###############
36. "BsmtCond" 0.000000 ###############
37. "BsmtExposure" 0.000000 ###############
38. "BsmtFinSF2" 0.000000 ###############
39. "BsmtUnfSF" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "3SsnPorch" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "1stFlrSF" 0.000000 ###############
45. "LowQualFinSF" 0.000000 ###############
46. "BsmtFullBath" 0.000000 ###############
47. "BsmtHalfBath" 0.000000 ###############
48. "FullBath" 0.000000 ###############
49. "KitchenAbvGr" 0.000000 ###############
50. "TotRmsAbvGrd" 0.000000 ###############
51. "Functional" 0.000000 ###############
52. "Fireplaces" 0.000000 ###############
53. "FireplaceQu" 0.000000 ###############
54. "GarageType" 0.000000 ###############
55. "GarageQual" 0.000000 ###############
56. "GarageCond" 0.000000 ###############
57. "PavedDrive" 0.000000 ###############
58. "OpenPorchSF" 0.000000 ###############
59. "EnclosedPorch" 0.000000 ###############
60. "ScreenPorch" 0.000000 ###############
61. "PoolArea" 0.000000 ###############
62. "PoolQC" 0.000000 ###############
63. "MiscFeature" 0.000000 ###############
64. "MiscVal" 0.000000 ###############
65. "HouseStyle" -0.002146 ###############
66. "KitchenQual" -0.002146 ###############
67. "BsmtQual" -0.002146 ###############
68. "MasVnrType" -0.002146 ###############
69. "Id" -0.002146 ###############
70. "2ndFlrSF" -0.002146 ###############
71. "ExterQual" -0.002146 ###############
72. "MSSubClass" -0.004292 ###############
73. "GrLivArea" -0.004292 ###############
74. "Fence" -0.004292 ###############
75. "HeatingQC" -0.004292 ###############
76. "Neighborhood" -0.006438 ###############
77. "GarageArea" -0.006438 ###############
78. "OverallQual" -0.006438 ###############
79. "Exterior2nd" -0.008584 ###############
80. "YearBuilt" -0.508584
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "TotalBsmtSF" 0.491379 ################
2. "BsmtUnfSF" 0.258621 #########
3. "YearBuilt" 0.256466 #########
4. "Exterior2nd" 0.252155 ########
5. "Neighborhood" 0.252155 ########
6. "GrLivArea" 0.242457 ########
7. "LotArea" 0.221983 #######
8. "Exterior1st" 0.216595 #######
9. "GarageArea" 0.022629 ##
10. "BsmtFinType1" 0.014009 #
11. "WoodDeckSF" 0.010776 #
12. "GarageYrBlt" 0.009698 #
13. "OpenPorchSF" 0.008621 #
14. "KitchenQual" 0.008621 #
15. "OverallCond" 0.006466 #
16. "BsmtQual" 0.005388 #
17. "MoSold" 0.005388 #
18. "FullBath" 0.002155 #
19. "MSZoning" 0.001078 #
20. "MasVnrArea" 0.001078 #
21. "LotShape" 0.001078 #
22. "GarageQual" 0.001078 #
23. "EnclosedPorch" 0.001078 #
24. "BldgType" 0.000000 #
25. "LowQualFinSF" 0.000000 #
26. "RoofStyle" 0.000000 #
27. "RoofMatl" 0.000000 #
28. "MasVnrType" 0.000000 #
29. "1stFlrSF" 0.000000 #
30. "ExterCond" 0.000000 #
31. "Electrical" 0.000000 #
32. "BsmtCond" 0.000000 #
33. "CentralAir" 0.000000 #
34. "BsmtHalfBath" 0.000000 #
35. "BsmtFinSF1" 0.000000 #
36. "Heating" 0.000000 #
37. "BsmtFinSF2" 0.000000 #
38. "BsmtFullBath" 0.000000 #
39. "KitchenAbvGr" 0.000000 #
40. "Street" 0.000000 #
41. "Functional" 0.000000 #
42. "Fireplaces" 0.000000 #
43. "FireplaceQu" 0.000000 #
44. "GarageType" 0.000000 #
45. "Alley" 0.000000 #
46. "LandContour" 0.000000 #
47. "Utilities" 0.000000 #
48. "GarageCond" 0.000000 #
49. "PavedDrive" 0.000000 #
50. "3SsnPorch" 0.000000 #
51. "LandSlope" 0.000000 #
52. "Condition1" 0.000000 #
53. "ScreenPorch" 0.000000 #
54. "PoolArea" 0.000000 #
55. "PoolQC" 0.000000 #
56. "Fence" 0.000000 #
57. "MiscFeature" 0.000000 #
58. "MiscVal" 0.000000 #
59. "Condition2" 0.000000 #
60. "SaleType" 0.000000 #
61. "SaleCondition" 0.000000 #
62. "BedroomAbvGr" -0.000000 #
63. "YrSold" -0.001078 #
64. "BsmtFinType2" -0.001078 #
65. "HalfBath" -0.001078 #
66. "HouseStyle" -0.001078 #
67. "ExterQual" -0.002155 #
68. "Id" -0.002155 #
69. "2ndFlrSF" -0.003233 #
70. "OverallQual" -0.003233 #
71. "GarageFinish" -0.004310 #
72. "YearRemodAdd" -0.005388 #
73. "BsmtExposure" -0.005388 #
74. "Foundation" -0.005388 #
75. "GarageCars" -0.007543 #
76. "HeatingQC" -0.007543 #
77. "LotConfig" -0.009698 #
78. "MSSubClass" -0.015086
79. "TotRmsAbvGrd" -0.038793
80. "LotFrontage" -0.046336
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YearRemodAdd" 0.351931 ################
2. "FireplaceQu" 0.351931 ################
3. "MoSold" 0.347639 ###############
4. "LotArea" 0.345494 ###############
5. "GarageYrBlt" 0.077253 #######
6. "HeatingQC" 0.077253 #######
7. "Neighborhood" 0.075107 #######
8. "GarageArea" 0.068670 #######
9. "FullBath" 0.049356 #######
10. "OverallQual" 0.042918 ######
11. "Fireplaces" 0.040773 ######
12. "BsmtQual" 0.038627 ######
13. "Exterior2nd" 0.038627 ######
14. "1stFlrSF" 0.036481 ######
15. "KitchenQual" 0.032189 ######
16. "OverallCond" 0.032189 ######
17. "OpenPorchSF" 0.027897 ######
18. "YearBuilt" 0.027897 ######
19. "BsmtUnfSF" 0.023605 ######
20. "LotShape" 0.023605 ######
21. "2ndFlrSF" 0.021459 ######
22. "MasVnrArea" 0.021459 ######
23. "MSSubClass" 0.019313 ######
24. "LotFrontage" 0.019313 ######
25. "Foundation" 0.015021 ######
26. "BsmtFinSF1" 0.012876 ######
27. "GarageFinish" 0.012876 ######
28. "HouseStyle" 0.010730 #####
29. "BsmtExposure" 0.010730 #####
30. "BsmtFullBath" 0.008584 #####
31. "Fence" 0.006438 #####
32. "HalfBath" 0.006438 #####
33. "MSZoning" 0.004292 #####
34. "WoodDeckSF" 0.004292 #####
35. "Condition1" 0.002146 #####
36. "ExterCond" 0.002146 #####
37. "BldgType" 0.002146 #####
38. "CentralAir" 0.002146 #####
39. "LandContour" 0.002146 #####
40. "PavedDrive" 0.002146 #####
41. "3SsnPorch" 0.000000 #####
42. "LowQualFinSF" 0.000000 #####
43. "BsmtHalfBath" 0.000000 #####
44. "KitchenAbvGr" 0.000000 #####
45. "Functional" 0.000000 #####
46. "Street" 0.000000 #####
47. "Alley" 0.000000 #####
48. "Utilities" 0.000000 #####
49. "LandSlope" 0.000000 #####
50. "Condition2" 0.000000 #####
51. "GarageCond" 0.000000 #####
52. "RoofMatl" 0.000000 #####
53. "MasVnrType" 0.000000 #####
54. "BsmtCond" 0.000000 #####
55. "ScreenPorch" 0.000000 #####
56. "PoolArea" 0.000000 #####
57. "PoolQC" 0.000000 #####
58. "BsmtFinSF2" 0.000000 #####
59. "MiscFeature" 0.000000 #####
60. "MiscVal" 0.000000 #####
61. "Heating" 0.000000 #####
62. "GarageQual" -0.002146 #####
63. "BsmtFinType2" -0.002146 #####
64. "Electrical" -0.002146 #####
65. "SaleType" -0.002146 #####
66. "SaleCondition" -0.002146 #####
67. "RoofStyle" -0.004292 #####
68. "LotConfig" -0.004292 #####
69. "TotRmsAbvGrd" -0.004292 #####
70. "GarageCars" -0.008584 #####
71. "EnclosedPorch" -0.008584 #####
72. "YrSold" -0.012876 #####
73. "BedroomAbvGr" -0.012876 #####
74. "Id" -0.019313 #####
75. "ExterQual" -0.021459 ####
76. "BsmtFinType1" -0.027897 ####
77. "GarageType" -0.038627 ####
78. "GrLivArea" -0.154506 #
79. "Exterior1st" -0.169528
80. "TotalBsmtSF" -0.190987
1. "YearBuilt" 0.017167 ################
2. "GarageArea" 0.017167 ################
3. "GarageYrBlt" 0.010730 ###############
4. "Fireplaces" 0.006438 ###############
5. "BsmtFinSF1" 0.006438 ###############
6. "YearRemodAdd" 0.004292 ###############
7. "BsmtUnfSF" 0.004292 ###############
8. "TotalBsmtSF" 0.004292 ###############
9. "2ndFlrSF" 0.004292 ###############
10. "BsmtFinType1" 0.004292 ###############
11. "MSSubClass" 0.002146 ###############
12. "TotRmsAbvGrd" 0.002146 ###############
13. "BsmtFullBath" 0.002146 ###############
14. "BsmtExposure" 0.002146 ###############
15. "MasVnrArea" 0.002146 ###############
16. "1stFlrSF" 0.002146 ###############
17. "MSZoning" 0.000000 ###############
18. "SaleType" 0.000000 ###############
19. "SaleCondition" 0.000000 ###############
20. "Street" 0.000000 ###############
21. "Alley" 0.000000 ###############
22. "LotShape" 0.000000 ###############
23. "LandContour" 0.000000 ###############
24. "Utilities" 0.000000 ###############
25. "Id" 0.000000 ###############
26. "LandSlope" 0.000000 ###############
27. "Condition1" 0.000000 ###############
28. "Condition2" 0.000000 ###############
29. "BldgType" 0.000000 ###############
30. "LotConfig" 0.000000 ###############
31. "RoofStyle" 0.000000 ###############
32. "RoofMatl" 0.000000 ###############
33. "MasVnrType" 0.000000 ###############
34. "ExterCond" 0.000000 ###############
35. "Foundation" 0.000000 ###############
36. "BsmtQual" 0.000000 ###############
37. "BsmtCond" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "HalfBath" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "LowQualFinSF" 0.000000 ###############
45. "BsmtHalfBath" 0.000000 ###############
46. "FullBath" 0.000000 ###############
47. "BedroomAbvGr" 0.000000 ###############
48. "KitchenAbvGr" 0.000000 ###############
49. "Functional" 0.000000 ###############
50. "GarageCars" 0.000000 ###############
51. "GarageQual" 0.000000 ###############
52. "PavedDrive" 0.000000 ###############
53. "EnclosedPorch" 0.000000 ###############
54. "3SsnPorch" 0.000000 ###############
55. "ScreenPorch" 0.000000 ###############
56. "PoolArea" 0.000000 ###############
57. "PoolQC" 0.000000 ###############
58. "Fence" 0.000000 ###############
59. "MiscFeature" 0.000000 ###############
60. "MiscVal" 0.000000 ###############
61. "MoSold" 0.000000 ###############
62. "HeatingQC" -0.002146 ###############
63. "GarageCond" -0.002146 ###############
64. "KitchenQual" -0.002146 ###############
65. "Exterior2nd" -0.002146 ###############
66. "OverallQual" -0.002146 ###############
67. "HouseStyle" -0.002146 ###############
68. "GarageFinish" -0.002146 ###############
69. "ExterQual" -0.002146 ###############
70. "GrLivArea" -0.004292 ###############
71. "OverallCond" -0.004292 ###############
72. "FireplaceQu" -0.004292 ###############
73. "Neighborhood" -0.004292 ###############
74. "LotArea" -0.006438 ###############
75. "WoodDeckSF" -0.006438 ###############
76. "OpenPorchSF" -0.006438 ###############
77. "GarageType" -0.006438 ###############
78. "YrSold" -0.006438 ###############
79. "LotFrontage" -0.010730 ###############
80. "Exterior1st" -0.504292
1. "YearBuilt" 0.008584 ################
2. "MoSold" 0.006438 ##############
3. "MSZoning" 0.004292 ############
4. "LotFrontage" 0.004292 ############
5. "Foundation" 0.004292 ############
6. "Neighborhood" 0.002146 ##########
7. "MSSubClass" 0.002146 ##########
8. "GarageCars" 0.002146 ##########
9. "BedroomAbvGr" 0.002146 ##########
10. "BsmtUnfSF" 0.002146 ##########
11. "WoodDeckSF" 0.002146 ##########
12. "OverallCond" 0.002146 ##########
13. "Id" 0.000000 ########
14. "Street" 0.000000 ########
15. "Alley" 0.000000 ########
16. "LotShape" 0.000000 ########
17. "LandContour" 0.000000 ########
18. "Utilities" 0.000000 ########
19. "LotConfig" 0.000000 ########
20. "LandSlope" 0.000000 ########
21. "Condition1" 0.000000 ########
22. "Condition2" 0.000000 ########
23. "BldgType" 0.000000 ########
24. "HouseStyle" 0.000000 ########
25. "OverallQual" 0.000000 ########
26. "YearRemodAdd" 0.000000 ########
27. "RoofStyle" 0.000000 ########
28. "RoofMatl" 0.000000 ########
29. "Exterior1st" 0.000000 ########
30. "MasVnrType" 0.000000 ########
31. "MasVnrArea" 0.000000 ########
32. "ExterQual" 0.000000 ########
33. "ExterCond" 0.000000 ########
34. "HeatingQC" 0.000000 ########
35. "BsmtCond" 0.000000 ########
36. "BsmtExposure" 0.000000 ########
37. "BsmtFinSF1" 0.000000 ########
38. "BsmtFinType2" 0.000000 ########
39. "BsmtFinSF2" 0.000000 ########
40. "Heating" 0.000000 ########
41. "HalfBath" 0.000000 ########
42. "CentralAir" 0.000000 ########
43. "Electrical" 0.000000 ########
44. "1stFlrSF" 0.000000 ########
45. "2ndFlrSF" 0.000000 ########
46. "LowQualFinSF" 0.000000 ########
47. "BsmtFullBath" 0.000000 ########
48. "BsmtHalfBath" 0.000000 ########
49. "FullBath" 0.000000 ########
50. "KitchenAbvGr" 0.000000 ########
51. "KitchenQual" 0.000000 ########
52. "Functional" 0.000000 ########
53. "GarageYrBlt" 0.000000 ########
54. "GarageArea" 0.000000 ########
55. "GarageQual" 0.000000 ########
56. "GarageCond" 0.000000 ########
57. "PavedDrive" 0.000000 ########
58. "EnclosedPorch" 0.000000 ########
59. "3SsnPorch" 0.000000 ########
60. "ScreenPorch" 0.000000 ########
61. "PoolArea" 0.000000 ########
62. "PoolQC" 0.000000 ########
63. "Fence" 0.000000 ########
64. "MiscFeature" 0.000000 ########
65. "MiscVal" 0.000000 ########
66. "SaleType" 0.000000 ########
67. "SaleCondition" 0.000000 ########
68. "OpenPorchSF" -0.002146 #######
69. "GarageFinish" -0.002146 #######
70. "BsmtQual" -0.002146 #######
71. "TotalBsmtSF" -0.002146 #######
72. "LotArea" -0.002146 #######
73. "YrSold" -0.002146 #######
74. "Fireplaces" -0.002146 #######
75. "Exterior2nd" -0.002146 #######
76. "FireplaceQu" -0.004292 #####
77. "GarageType" -0.004292 #####
78. "BsmtFinType1" -0.004292 #####
79. "TotRmsAbvGrd" -0.006438 ###
80. "GrLivArea" -0.010730
1. "Exterior1st" 0.158405 ################
2. "GarageType" 0.151940 ###############
3. "OverallCond" 0.129310 ##############
4. "GrLivArea" 0.128233 ##############
5. "YearBuilt" 0.064655 ###########
6. "FireplaceQu" 0.054957 ###########
7. "KitchenQual" 0.052802 ##########
8. "GarageFinish" 0.046336 ##########
9. "OverallQual" 0.044181 ##########
10. "Fireplaces" 0.044181 ##########
11. "ExterQual" 0.030172 #########
12. "1stFlrSF" 0.028017 #########
13. "LotArea" 0.025862 #########
14. "HalfBath" 0.025862 #########
15. "2ndFlrSF" 0.025862 #########
16. "Electrical" 0.025862 #########
17. "HouseStyle" 0.021552 #########
18. "MasVnrArea" 0.021552 #########
19. "BsmtExposure" 0.010776 ########
20. "TotRmsAbvGrd" 0.010776 ########
21. "Fence" 0.010776 ########
22. "BsmtFullBath" 0.008621 ########
23. "BldgType" 0.006466 ########
24. "FullBath" 0.006466 ########
25. "LotShape" 0.004310 ########
26. "OpenPorchSF" 0.004310 ########
27. "BedroomAbvGr" 0.002155 ########
28. "WoodDeckSF" 0.002155 ########
29. "SaleType" 0.002155 ########
30. "Condition1" 0.002155 ########
31. "ExterCond" 0.002155 ########
32. "GarageYrBlt" 0.002155 ########
33. "LandContour" 0.000000 ########
34. "BsmtFinType2" 0.000000 ########
35. "CentralAir" 0.000000 ########
36. "Heating" 0.000000 ########
37. "KitchenAbvGr" 0.000000 ########
38. "LotFrontage" 0.000000 ########
39. "Street" 0.000000 ########
40. "Functional" 0.000000 ########
41. "Alley" 0.000000 ########
42. "Utilities" 0.000000 ########
43. "3SsnPorch" 0.000000 ########
44. "LandSlope" 0.000000 ########
45. "BsmtHalfBath" 0.000000 ########
46. "Condition2" 0.000000 ########
47. "RoofMatl" 0.000000 ########
48. "EnclosedPorch" 0.000000 ########
49. "ScreenPorch" 0.000000 ########
50. "PoolArea" 0.000000 ########
51. "PoolQC" 0.000000 ########
52. "LowQualFinSF" 0.000000 ########
53. "MiscFeature" 0.000000 ########
54. "MiscVal" 0.000000 ########
55. "BsmtCond" 0.000000 ########
56. "SaleCondition" 0.000000 ########
57. "GarageCond" -0.002155 ########
58. "BsmtFinSF2" -0.002155 ########
59. "GarageQual" -0.004310 ########
60. "PavedDrive" -0.004310 ########
61. "YrSold" -0.004310 ########
62. "MasVnrType" -0.004310 ########
63. "Id" -0.005388 ########
64. "RoofStyle" -0.006466 ########
65. "BsmtQual" -0.008621 ########
66. "LotConfig" -0.010776 #######
67. "BsmtUnfSF" -0.012931 #######
68. "HeatingQC" -0.015086 #######
69. "GarageCars" -0.036638 ######
70. "MSSubClass" -0.039871 ######
71. "MoSold" -0.040948 ######
72. "Exterior2nd" -0.079741 ####
73. "Foundation" -0.080819 ####
74. "MSZoning" -0.091595 ####
75. "GarageArea" -0.092672 ####
76. "TotalBsmtSF" -0.095905 ###
77. "YearRemodAdd" -0.105603 ###
78. "BsmtFinSF1" -0.107759 ###
79. "Neighborhood" -0.148707 #
80. "BsmtFinType1" -0.177802
1. "MSZoning" 0.182403 ################
2. "LotArea" 0.167382 ###############
3. "TotRmsAbvGrd" 0.079399 #########
4. "TotalBsmtSF" 0.070815 ########
5. "BsmtQual" 0.068670 ########
6. "HeatingQC" 0.066524 ########
7. "OverallQual" 0.057940 #######
8. "WoodDeckSF" 0.025751 #####
9. "Id" 0.021459 #####
10. "Foundation" 0.021459 #####
11. "BsmtFinType1" 0.021459 #####
12. "BedroomAbvGr" 0.019313 #####
13. "YrSold" 0.019313 #####
14. "Neighborhood" 0.019313 #####
15. "HouseStyle" 0.008584 ####
16. "KitchenQual" 0.006438 ####
17. "GarageType" 0.006438 ####
18. "Electrical" 0.004292 ####
19. "2ndFlrSF" 0.004292 ####
20. "1stFlrSF" 0.004292 ####
21. "BsmtFullBath" 0.004292 ####
22. "MoSold" 0.004292 ####
23. "LotShape" 0.004292 ####
24. "CentralAir" 0.002146 ####
25. "PavedDrive" 0.002146 ####
26. "ExterQual" 0.002146 ####
27. "MSSubClass" 0.002146 ####
28. "BldgType" 0.002146 ####
29. "BsmtFinType2" 0.002146 ####
30. "Alley" 0.000000 ###
31. "LandContour" 0.000000 ###
32. "Utilities" 0.000000 ###
33. "LandSlope" 0.000000 ###
34. "Condition2" 0.000000 ###
35. "RoofStyle" 0.000000 ###
36. "RoofMatl" 0.000000 ###
37. "MasVnrType" 0.000000 ###
38. "BsmtCond" 0.000000 ###
39. "BsmtFinSF2" 0.000000 ###
40. "Heating" 0.000000 ###
41. "SaleCondition" 0.000000 ###
42. "LowQualFinSF" 0.000000 ###
43. "BsmtHalfBath" 0.000000 ###
44. "HalfBath" 0.000000 ###
45. "Functional" 0.000000 ###
46. "3SsnPorch" 0.000000 ###
47. "GarageQual" 0.000000 ###
48. "OpenPorchSF" 0.000000 ###
49. "ScreenPorch" 0.000000 ###
50. "PoolArea" 0.000000 ###
51. "PoolQC" 0.000000 ###
52. "MiscFeature" 0.000000 ###
53. "MiscVal" 0.000000 ###
54. "Street" 0.000000 ###
55. "SaleType" 0.000000 ###
56. "GarageFinish" -0.000000 ###
57. "BsmtExposure" -0.000000 ###
58. "Condition1" -0.000000 ###
59. "KitchenAbvGr" -0.000000 ###
60. "MasVnrArea" -0.000000 ###
61. "Fireplaces" -0.002146 ###
62. "GarageCond" -0.002146 ###
63. "OverallCond" -0.002146 ###
64. "FullBath" -0.002146 ###
65. "Fence" -0.002146 ###
66. "LotFrontage" -0.004292 ###
67. "GrLivArea" -0.006438 ###
68. "ExterCond" -0.008584 ###
69. "Exterior2nd" -0.010730 ###
70. "FireplaceQu" -0.010730 ###
71. "YearBuilt" -0.015021 ##
72. "GarageCars" -0.015021 ##
73. "EnclosedPorch" -0.017167 ##
74. "LotConfig" -0.017167 ##
75. "GarageArea" -0.019313 ##
76. "Exterior1st" -0.030043 #
77. "GarageYrBlt" -0.032189 #
78. "YearRemodAdd" -0.051502
79. "BsmtUnfSF" -0.053648
80. "BsmtFinSF1" -0.060086
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtUnfSF" 0.317597 ################
2. "YearBuilt" 0.317597 ################
3. "EnclosedPorch" 0.309013 ###############
4. "KitchenQual" 0.049356 ########
5. "TotRmsAbvGrd" 0.017167 #######
6. "OverallQual" 0.017167 #######
7. "ExterQual" 0.015021 #######
8. "1stFlrSF" 0.015021 #######
9. "MasVnrArea" 0.012876 #######
10. "BsmtFullBath" 0.012876 #######
11. "GrLivArea" 0.010730 ######
12. "Exterior2nd" 0.010730 ######
13. "HouseStyle" 0.008584 ######
14. "GarageFinish" 0.006438 ######
15. "WoodDeckSF" 0.004292 ######
16. "BsmtFinSF1" 0.004292 ######
17. "GarageType" 0.004292 ######
18. "SaleType" 0.002146 ######
19. "OpenPorchSF" 0.002146 ######
20. "BsmtQual" 0.002146 ######
21. "Condition1" 0.002146 ######
22. "BldgType" 0.002146 ######
23. "PavedDrive" 0.002146 ######
24. "RoofStyle" 0.002146 ######
25. "LotConfig" 0.000000 ######
26. "MiscVal" 0.000000 ######
27. "Street" 0.000000 ######
28. "Alley" 0.000000 ######
29. "LotShape" 0.000000 ######
30. "LandContour" 0.000000 ######
31. "Utilities" 0.000000 ######
32. "HeatingQC" 0.000000 ######
33. "LandSlope" 0.000000 ######
34. "Condition2" 0.000000 ######
35. "RoofMatl" 0.000000 ######
36. "ExterCond" 0.000000 ######
37. "BsmtCond" 0.000000 ######
38. "BsmtFinType2" 0.000000 ######
39. "BsmtFinSF2" 0.000000 ######
40. "Heating" 0.000000 ######
41. "SaleCondition" 0.000000 ######
42. "CentralAir" 0.000000 ######
43. "LowQualFinSF" 0.000000 ######
44. "BsmtHalfBath" 0.000000 ######
45. "KitchenAbvGr" 0.000000 ######
46. "Functional" 0.000000 ######
47. "3SsnPorch" 0.000000 ######
48. "GarageCond" 0.000000 ######
49. "ScreenPorch" 0.000000 ######
50. "PoolArea" 0.000000 ######
51. "PoolQC" 0.000000 ######
52. "MiscFeature" 0.000000 ######
53. "Electrical" -0.002146 ######
54. "Fence" -0.002146 ######
55. "BedroomAbvGr" -0.002146 ######
56. "Exterior1st" -0.004292 ######
57. "GarageCars" -0.004292 ######
58. "MSZoning" -0.004292 ######
59. "MasVnrType" -0.006438 ######
60. "BsmtExposure" -0.006438 ######
61. "GarageArea" -0.017167 ######
62. "LotArea" -0.023605 #####
63. "Id" -0.040773 #####
64. "GarageYrBlt" -0.040773 #####
65. "Fireplaces" -0.042918 #####
66. "2ndFlrSF" -0.047210 #####
67. "LotFrontage" -0.049356 #####
68. "OverallCond" -0.049356 #####
69. "GarageQual" -0.051502 #####
70. "YrSold" -0.053648 #####
71. "FullBath" -0.055794 #####
72. "MSSubClass" -0.057940 ####
73. "MoSold" -0.068670 ####
74. "FireplaceQu" -0.083691 ####
75. "Foundation" -0.096567 ###
76. "BsmtFinType1" -0.141631 ##
77. "YearRemodAdd" -0.143777 ##
78. "Neighborhood" -0.188841 #
79. "HalfBath" -0.193133 #
80. "TotalBsmtSF" -0.227468
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Neighborhood" 0.168103 ################
2. "GarageType" 0.102371 ############
3. "BsmtQual" 0.094828 ############
4. "BsmtFinSF1" 0.084052 ###########
5. "OverallQual" 0.053879 ##########
6. "GarageArea" 0.048491 ##########
7. "FullBath" 0.038793 #########
8. "LotArea" 0.028017 #########
9. "KitchenQual" 0.028017 #########
10. "2ndFlrSF" 0.023707 ########
11. "BedroomAbvGr" 0.019397 ########
12. "Id" 0.018319 ########
13. "LotShape" 0.018319 ########
14. "Foundation" 0.015086 ########
15. "BldgType" 0.014009 ########
16. "YearBuilt" 0.011853 ########
17. "TotalBsmtSF" 0.011853 ########
18. "GarageYrBlt" 0.009698 ########
19. "FireplaceQu" 0.007543 ########
20. "TotRmsAbvGrd" 0.007543 ########
21. "YrSold" 0.007543 ########
22. "HalfBath" 0.006466 ########
23. "BsmtFullBath" 0.003233 #######
24. "OpenPorchSF" 0.002155 #######
25. "BsmtCond" 0.002155 #######
26. "GarageCars" 0.002155 #######
27. "MSZoning" 0.001078 #######
28. "LotFrontage" 0.001078 #######
29. "EnclosedPorch" 0.001078 #######
30. "BsmtFinType2" 0.000000 #######
31. "LandContour" 0.000000 #######
32. "GarageQual" 0.000000 #######
33. "Utilities" 0.000000 #######
34. "LandSlope" 0.000000 #######
35. "Condition1" 0.000000 #######
36. "Condition2" 0.000000 #######
37. "RoofMatl" 0.000000 #######
38. "BsmtExposure" 0.000000 #######
39. "BsmtFinSF2" 0.000000 #######
40. "Heating" 0.000000 #######
41. "3SsnPorch" 0.000000 #######
42. "LowQualFinSF" 0.000000 #######
43. "BsmtHalfBath" 0.000000 #######
44. "KitchenAbvGr" 0.000000 #######
45. "Functional" 0.000000 #######
46. "PavedDrive" 0.000000 #######
47. "ScreenPorch" 0.000000 #######
48. "PoolArea" 0.000000 #######
49. "PoolQC" 0.000000 #######
50. "MiscFeature" 0.000000 #######
51. "MiscVal" 0.000000 #######
52. "Street" 0.000000 #######
53. "SaleCondition" 0.000000 #######
54. "CentralAir" -0.000000 #######
55. "LotConfig" -0.001078 #######
56. "MoSold" -0.001078 #######
57. "Fireplaces" -0.001078 #######
58. "RoofStyle" -0.001078 #######
59. "Electrical" -0.001078 #######
60. "ExterCond" -0.001078 #######
61. "SaleType" -0.001078 #######
62. "GarageCond" -0.002155 #######
63. "ExterQual" -0.002155 #######
64. "1stFlrSF" -0.002155 #######
65. "Alley" -0.003233 #######
66. "Fence" -0.004310 #######
67. "MasVnrType" -0.005388 #######
68. "HouseStyle" -0.006466 #######
69. "MasVnrArea" -0.006466 #######
70. "BsmtUnfSF" -0.008621 #######
71. "WoodDeckSF" -0.008621 #######
72. "BsmtFinType1" -0.012931 #######
73. "GrLivArea" -0.025862 ######
74. "GarageFinish" -0.062500 ####
75. "OverallCond" -0.084052 ###
76. "MSSubClass" -0.087284 ###
77. "Exterior1st" -0.087284 ###
78. "YearRemodAdd" -0.096983 ##
79. "HeatingQC" -0.154095
80. "Exterior2nd" -0.157328
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotArea" 0.015021 ################
2. "Exterior1st" 0.015021 ################
3. "BsmtQual" 0.012876 ###############
4. "TotRmsAbvGrd" 0.010730 ###############
5. "YearRemodAdd" 0.008584 ###############
6. "HeatingQC" 0.008584 ###############
7. "Exterior2nd" 0.008584 ###############
8. "MSZoning" 0.006438 ###############
9. "GarageArea" 0.006438 ###############
10. "HouseStyle" 0.004292 ###############
11. "OverallCond" 0.004292 ###############
12. "WoodDeckSF" 0.004292 ###############
13. "OverallQual" 0.002146 ###############
14. "Foundation" 0.002146 ###############
15. "Functional" 0.002146 ###############
16. "Fence" 0.002146 ###############
17. "MSSubClass" 0.000000 ###############
18. "PoolQC" 0.000000 ###############
19. "Street" 0.000000 ###############
20. "Alley" 0.000000 ###############
21. "LotShape" 0.000000 ###############
22. "LandContour" 0.000000 ###############
23. "Utilities" 0.000000 ###############
24. "LandSlope" 0.000000 ###############
25. "MiscFeature" 0.000000 ###############
26. "Condition1" 0.000000 ###############
27. "Condition2" 0.000000 ###############
28. "BldgType" 0.000000 ###############
29. "MiscVal" 0.000000 ###############
30. "YrSold" 0.000000 ###############
31. "RoofStyle" 0.000000 ###############
32. "RoofMatl" 0.000000 ###############
33. "MasVnrType" 0.000000 ###############
34. "MasVnrArea" 0.000000 ###############
35. "SaleType" 0.000000 ###############
36. "ExterCond" 0.000000 ###############
37. "BsmtCond" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "TotalBsmtSF" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "LotConfig" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "2ndFlrSF" 0.000000 ###############
45. "LowQualFinSF" 0.000000 ###############
46. "BsmtFullBath" 0.000000 ###############
47. "BsmtHalfBath" 0.000000 ###############
48. "HalfBath" 0.000000 ###############
49. "KitchenAbvGr" 0.000000 ###############
50. "Fireplaces" 0.000000 ###############
51. "3SsnPorch" 0.000000 ###############
52. "GarageCars" 0.000000 ###############
53. "GarageQual" 0.000000 ###############
54. "GarageCond" 0.000000 ###############
55. "PavedDrive" 0.000000 ###############
56. "EnclosedPorch" 0.000000 ###############
57. "SaleCondition" 0.000000 ###############
58. "ScreenPorch" 0.000000 ###############
59. "PoolArea" 0.000000 ###############
60. "LotFrontage" -0.002146 ###############
61. "Id" -0.002146 ###############
62. "ExterQual" -0.002146 ###############
63. "BsmtFinSF2" -0.002146 ###############
64. "1stFlrSF" -0.002146 ###############
65. "KitchenQual" -0.004292 ###############
66. "FullBath" -0.004292 ###############
67. "BsmtExposure" -0.004292 ###############
68. "GarageFinish" -0.004292 ###############
69. "BedroomAbvGr" -0.004292 ###############
70. "MoSold" -0.004292 ###############
71. "BsmtFinSF1" -0.004292 ###############
72. "GarageType" -0.006438 ###############
73. "OpenPorchSF" -0.008584 ###############
74. "BsmtUnfSF" -0.010730 ###############
75. "Neighborhood" -0.017167 ##############
76. "YearBuilt" -0.328326 ####
77. "BsmtFinType1" -0.358369 ###
78. "FireplaceQu" -0.366953 ###
79. "GarageYrBlt" -0.369099 ###
80. "GrLivArea" -0.461373
1. "Neighborhood" 0.137931 ################
2. "TotRmsAbvGrd" 0.099138 #############
3. "BsmtFinType1" 0.078664 ###########
4. "GrLivArea" 0.076509 ###########
5. "WoodDeckSF" 0.070043 ###########
6. "OpenPorchSF" 0.068966 ##########
7. "GarageYrBlt" 0.046336 #########
8. "2ndFlrSF" 0.045259 #########
9. "FireplaceQu" 0.043103 #########
10. "TotalBsmtSF" 0.042026 ########
11. "1stFlrSF" 0.035560 ########
12. "LotFrontage" 0.031250 ########
13. "MasVnrArea" 0.012931 ######
14. "Fireplaces" 0.011853 ######
15. "GarageCars" 0.010776 ######
16. "Exterior2nd" 0.009698 ######
17. "OverallQual" 0.006466 ######
18. "GarageFinish" 0.005388 ######
19. "ExterQual" 0.004310 ######
20. "LotShape" 0.004310 ######
21. "BsmtQual" 0.003233 ######
22. "GarageQual" 0.002155 ######
23. "Alley" 0.002155 ######
24. "BsmtFullBath" 0.001078 #####
25. "GarageCond" 0.000000 #####
26. "LotConfig" 0.000000 #####
27. "SaleCondition" 0.000000 #####
28. "RoofStyle" 0.000000 #####
29. "BsmtExposure" 0.000000 #####
30. "BsmtFinType2" 0.000000 #####
31. "BsmtCond" 0.000000 #####
32. "KitchenAbvGr" 0.000000 #####
33. "Street" 0.000000 #####
34. "Electrical" 0.000000 #####
35. "LandContour" 0.000000 #####
36. "BsmtFinSF2" 0.000000 #####
37. "CentralAir" 0.000000 #####
38. "Utilities" 0.000000 #####
39. "Heating" 0.000000 #####
40. "LandSlope" 0.000000 #####
41. "Condition1" 0.000000 #####
42. "Condition2" 0.000000 #####
43. "BldgType" 0.000000 #####
44. "BedroomAbvGr" 0.000000 #####
45. "BsmtHalfBath" 0.000000 #####
46. "LowQualFinSF" 0.000000 #####
47. "PavedDrive" 0.000000 #####
48. "ExterCond" 0.000000 #####
49. "RoofMatl" 0.000000 #####
50. "3SsnPorch" 0.000000 #####
51. "ScreenPorch" 0.000000 #####
52. "PoolArea" 0.000000 #####
53. "PoolQC" 0.000000 #####
54. "MiscFeature" 0.000000 #####
55. "MiscVal" 0.000000 #####
56. "SaleType" 0.000000 #####
57. "Functional" -0.001078 #####
58. "EnclosedPorch" -0.002155 #####
59. "HalfBath" -0.003233 #####
60. "MasVnrType" -0.004310 #####
61. "HouseStyle" -0.004310 #####
62. "Id" -0.004310 #####
63. "BsmtUnfSF" -0.004310 #####
64. "GarageArea" -0.004310 #####
65. "YearRemodAdd" -0.004310 #####
66. "MSZoning" -0.005388 #####
67. "YrSold" -0.007543 #####
68. "MSSubClass" -0.010776 #####
69. "OverallCond" -0.011853 ####
70. "GarageType" -0.012931 ####
71. "FullBath" -0.014009 ####
72. "MoSold" -0.018319 ####
73. "Foundation" -0.018319 ####
74. "YearBuilt" -0.022629 ####
75. "LotArea" -0.022629 ####
76. "BsmtFinSF1" -0.030172 ###
77. "Fence" -0.036638 ###
78. "HeatingQC" -0.039871 ##
79. "KitchenQual" -0.040948 ##
80. "Exterior1st" -0.079741
1. "BsmtQual" 0.017167 ################
2. "Neighborhood" 0.015021 ###############
3. "Exterior1st" 0.012876 ###############
4. "LotShape" 0.012876 ###############
5. "OverallQual" 0.010730 ###############
6. "2ndFlrSF" 0.008584 ###############
7. "TotalBsmtSF" 0.008584 ###############
8. "GarageFinish" 0.008584 ###############
9. "1stFlrSF" 0.008584 ###############
10. "ExterQual" 0.006438 ###############
11. "GarageArea" 0.006438 ###############
12. "GarageCars" 0.006438 ###############
13. "YearRemodAdd" 0.004292 ###############
14. "FireplaceQu" 0.004292 ###############
15. "BsmtUnfSF" 0.004292 ###############
16. "Exterior2nd" 0.004292 ###############
17. "MoSold" 0.004292 ###############
18. "HalfBath" 0.004292 ###############
19. "BsmtExposure" 0.004292 ###############
20. "GarageYrBlt" 0.004292 ###############
21. "MSSubClass" 0.002146 ###############
22. "BsmtFinSF1" 0.002146 ###############
23. "LotFrontage" 0.002146 ###############
24. "LotArea" 0.002146 ###############
25. "Id" 0.002146 ###############
26. "KitchenQual" 0.002146 ###############
27. "YrSold" 0.002146 ###############
28. "MSZoning" 0.000000 ###############
29. "Street" 0.000000 ###############
30. "Alley" 0.000000 ###############
31. "LandContour" 0.000000 ###############
32. "Utilities" 0.000000 ###############
33. "LandSlope" 0.000000 ###############
34. "LotConfig" 0.000000 ###############
35. "Condition2" 0.000000 ###############
36. "BldgType" 0.000000 ###############
37. "PoolArea" 0.000000 ###############
38. "OverallCond" 0.000000 ###############
39. "PoolQC" 0.000000 ###############
40. "MiscFeature" 0.000000 ###############
41. "RoofStyle" 0.000000 ###############
42. "RoofMatl" 0.000000 ###############
43. "MiscVal" 0.000000 ###############
44. "Heating" 0.000000 ###############
45. "BsmtFinSF2" 0.000000 ###############
46. "LowQualFinSF" 0.000000 ###############
47. "Electrical" 0.000000 ###############
48. "CentralAir" 0.000000 ###############
49. "BsmtHalfBath" 0.000000 ###############
50. "SaleType" 0.000000 ###############
51. "HeatingQC" 0.000000 ###############
52. "SaleCondition" 0.000000 ###############
53. "KitchenAbvGr" 0.000000 ###############
54. "Fence" 0.000000 ###############
55. "TotRmsAbvGrd" 0.000000 ###############
56. "Functional" 0.000000 ###############
57. "BsmtFinType2" 0.000000 ###############
58. "BsmtCond" 0.000000 ###############
59. "Foundation" 0.000000 ###############
60. "ExterCond" 0.000000 ###############
61. "GarageQual" 0.000000 ###############
62. "GarageCond" 0.000000 ###############
63. "PavedDrive" 0.000000 ###############
64. "WoodDeckSF" 0.000000 ###############
65. "OpenPorchSF" 0.000000 ###############
66. "EnclosedPorch" 0.000000 ###############
67. "3SsnPorch" 0.000000 ###############
68. "ScreenPorch" 0.000000 ###############
69. "GrLivArea" -0.002146 ###############
70. "FullBath" -0.002146 ###############
71. "BedroomAbvGr" -0.002146 ###############
72. "MasVnrArea" -0.002146 ###############
73. "Fireplaces" -0.002146 ###############
74. "HouseStyle" -0.004292 ###############
75. "GarageType" -0.004292 ###############
76. "Condition1" -0.006438 ###############
77. "MasVnrType" -0.006438 ###############
78. "BsmtFullBath" -0.006438 ###############
79. "YearBuilt" -0.010730 ###############
80. "BsmtFinType1" -0.500000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageArea" 0.012876 ################
2. "WoodDeckSF" 0.012876 ################
3. "GarageYrBlt" 0.010730 ###############
4. "BsmtFinSF1" 0.008584 ###############
5. "TotalBsmtSF" 0.008584 ###############
6. "Exterior1st" 0.006438 ###############
7. "BsmtUnfSF" 0.006438 ###############
8. "KitchenQual" 0.006438 ###############
9. "BsmtExposure" 0.006438 ###############
10. "MasVnrType" 0.004292 ###############
11. "2ndFlrSF" 0.004292 ###############
12. "HouseStyle" 0.004292 ###############
13. "OverallCond" 0.004292 ###############
14. "YearBuilt" 0.002146 ###############
15. "GarageType" 0.002146 ###############
16. "Fireplaces" 0.002146 ###############
17. "TotRmsAbvGrd" 0.002146 ###############
18. "HeatingQC" 0.002146 ###############
19. "YrSold" 0.002146 ###############
20. "LotConfig" 0.000000 ###############
21. "MiscFeature" 0.000000 ###############
22. "MiscVal" 0.000000 ###############
23. "MoSold" 0.000000 ###############
24. "SaleType" 0.000000 ###############
25. "Street" 0.000000 ###############
26. "Alley" 0.000000 ###############
27. "SaleCondition" 0.000000 ###############
28. "LandContour" 0.000000 ###############
29. "Utilities" 0.000000 ###############
30. "HalfBath" 0.000000 ###############
31. "LandSlope" 0.000000 ###############
32. "Condition1" 0.000000 ###############
33. "Condition2" 0.000000 ###############
34. "BldgType" 0.000000 ###############
35. "RoofMatl" 0.000000 ###############
36. "ExterCond" 0.000000 ###############
37. "BsmtCond" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "3SsnPorch" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "1stFlrSF" 0.000000 ###############
45. "LowQualFinSF" 0.000000 ###############
46. "BsmtFullBath" 0.000000 ###############
47. "BsmtHalfBath" 0.000000 ###############
48. "KitchenAbvGr" 0.000000 ###############
49. "Functional" 0.000000 ###############
50. "GarageQual" 0.000000 ###############
51. "GarageCond" 0.000000 ###############
52. "PavedDrive" 0.000000 ###############
53. "ScreenPorch" 0.000000 ###############
54. "PoolArea" 0.000000 ###############
55. "PoolQC" 0.000000 ###############
56. "Fence" 0.000000 ###############
57. "MSSubClass" -0.002146 ###############
58. "LotArea" -0.002146 ###############
59. "LotShape" -0.002146 ###############
60. "FullBath" -0.002146 ###############
61. "BsmtQual" -0.002146 ###############
62. "BedroomAbvGr" -0.002146 ###############
63. "Id" -0.002146 ###############
64. "ExterQual" -0.002146 ###############
65. "RoofStyle" -0.002146 ###############
66. "GarageFinish" -0.002146 ###############
67. "LotFrontage" -0.004292 ###############
68. "GarageCars" -0.004292 ###############
69. "EnclosedPorch" -0.004292 ###############
70. "BsmtFinType1" -0.004292 ###############
71. "Foundation" -0.004292 ###############
72. "MSZoning" -0.006438 ###############
73. "OpenPorchSF" -0.006438 ###############
74. "MasVnrArea" -0.006438 ###############
75. "OverallQual" -0.010730 ###############
76. "FireplaceQu" -0.010730 ###############
77. "Exterior2nd" -0.015021 ###############
78. "Neighborhood" -0.195279 #########
79. "YearRemodAdd" -0.248927 #######
80. "GrLivArea" -0.506438
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtFinType1" 0.120172 ################
2. "GrLivArea" 0.062232 ########
3. "BsmtQual" 0.036481 #####
4. "MasVnrType" 0.032189 ####
5. "ExterQual" 0.025751 ####
6. "Exterior1st" 0.021459 ###
7. "Neighborhood" 0.010730 ##
8. "LotArea" 0.010730 ##
9. "GarageType" 0.008584 #
10. "MasVnrArea" 0.004292 #
11. "YearBuilt" 0.004292 #
12. "GarageFinish" 0.004292 #
13. "FireplaceQu" 0.004292 #
14. "MoSold" 0.004292 #
15. "FullBath" 0.002146 #
16. "Exterior2nd" 0.002146 #
17. "BsmtFinType2" 0.002146 #
18. "HouseStyle" 0.002146 #
19. "YearRemodAdd" 0.002146 #
20. "BsmtUnfSF" 0.002146 #
21. "TotalBsmtSF" 0.002146 #
22. "TotRmsAbvGrd" 0.002146 #
23. "BsmtHalfBath" 0.000000
24. "Street" 0.000000
25. "BsmtFullBath" 0.000000
26. "LandContour" 0.000000
27. "Utilities" 0.000000
28. "SaleCondition" 0.000000
29. "LandSlope" 0.000000
30. "Alley" 0.000000
31. "RoofMatl" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "RoofStyle" 0.000000
35. "CentralAir" 0.000000
36. "LowQualFinSF" 0.000000
37. "BsmtFinSF2" 0.000000
38. "ExterCond" 0.000000
39. "Electrical" 0.000000
40. "Heating" 0.000000
41. "KitchenAbvGr" 0.000000
42. "Functional" 0.000000
43. "OverallQual" 0.000000
44. "BldgType" 0.000000
45. "3SsnPorch" 0.000000
46. "Condition2" 0.000000
47. "PavedDrive" 0.000000
48. "ScreenPorch" 0.000000
49. "PoolArea" 0.000000
50. "PoolQC" 0.000000
51. "MiscFeature" 0.000000
52. "MiscVal" 0.000000
53. "Condition1" 0.000000
54. "SaleType" 0.000000
55. "GarageQual" -0.000000
56. "GarageCond" -0.000000
57. "1stFlrSF" -0.000000
58. "Fireplaces" -0.000000
59. "LotConfig" -0.000000
60. "GarageCars" -0.000000
61. "MSZoning" -0.000000
62. "WoodDeckSF" -0.000000
63. "OpenPorchSF" -0.000000
64. "EnclosedPorch" -0.000000
65. "HalfBath" -0.000000
66. "BsmtFinSF1" -0.000000
67. "2ndFlrSF" -0.000000
68. "LotShape" -0.000000
69. "LotFrontage" -0.000000
70. "BedroomAbvGr" -0.000000
71. "Id" -0.000000
72. "Fence" -0.002146
73. "MSSubClass" -0.002146
74. "OverallCond" -0.004292
75. "HeatingQC" -0.004292
76. "GarageArea" -0.004292
77. "Foundation" -0.004292
78. "KitchenQual" -0.006438
79. "GarageYrBlt" -0.006438
80. "YrSold" -0.006438
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YearBuilt" 0.137807 ################
2. "HeatingQC" 0.085859 ############
3. "YearRemodAdd" 0.066378 ##########
4. "Neighborhood" 0.044733 #########
5. "Exterior1st" 0.041126 ########
6. "KitchenQual" 0.033189 ########
7. "OverallQual" 0.025253 #######
8. "BsmtUnfSF" 0.023810 #######
9. "BsmtFinSF1" 0.023088 #######
10. "Fireplaces" 0.020924 #######
11. "GarageFinish" 0.019481 #######
12. "MasVnrArea" 0.015873 ######
13. "ExterQual" 0.015873 ######
14. "1stFlrSF" 0.014430 ######
15. "TotalBsmtSF" 0.013709 ######
16. "LotArea" 0.012987 ######
17. "BsmtQual" 0.012987 ######
18. "GarageType" 0.011544 ######
19. "OpenPorchSF" 0.010823 ######
20. "Id" 0.006494 ######
21. "TotRmsAbvGrd" 0.005772 ######
22. "MoSold" 0.004329 #####
23. "Foundation" 0.004329 #####
24. "Exterior2nd" 0.004329 #####
25. "LotConfig" 0.003608 #####
26. "MasVnrType" 0.002886 #####
27. "HalfBath" 0.002165 #####
28. "RoofStyle" 0.001443 #####
29. "2ndFlrSF" 0.001443 #####
30. "FireplaceQu" 0.001443 #####
31. "EnclosedPorch" 0.001443 #####
32. "YrSold" 0.001443 #####
33. "ExterCond" 0.000722 #####
34. "Electrical" 0.000000 #####
35. "BsmtCond" 0.000000 #####
36. "ScreenPorch" 0.000000 #####
37. "Street" 0.000000 #####
38. "Alley" 0.000000 #####
39. "PoolArea" 0.000000 #####
40. "LandContour" 0.000000 #####
41. "LandSlope" 0.000000 #####
42. "PoolQC" 0.000000 #####
43. "Condition2" 0.000000 #####
44. "MiscFeature" 0.000000 #####
45. "MiscVal" 0.000000 #####
46. "SaleType" 0.000000 #####
47. "RoofMatl" 0.000000 #####
48. "CentralAir" 0.000000 #####
49. "LowQualFinSF" 0.000000 #####
50. "BsmtHalfBath" 0.000000 #####
51. "Utilities" 0.000000 #####
52. "KitchenAbvGr" 0.000000 #####
53. "BsmtFinSF2" 0.000000 #####
54. "Functional" 0.000000 #####
55. "Heating" 0.000000 #####
56. "3SsnPorch" 0.000000 #####
57. "GarageCond" 0.000000 #####
58. "PavedDrive" 0.000000 #####
59. "GarageYrBlt" -0.000000 #####
60. "SaleCondition" -0.000000 #####
61. "BldgType" -0.000000 #####
62. "OverallCond" -0.000000 #####
63. "GarageArea" -0.000722 #####
64. "BsmtFinType2" -0.000722 #####
65. "Fence" -0.000722 #####
66. "BsmtExposure" -0.000722 #####
67. "GarageQual" -0.001443 #####
68. "Condition1" -0.001443 #####
69. "MSSubClass" -0.002886 #####
70. "WoodDeckSF" -0.003608 #####
71. "BedroomAbvGr" -0.003608 #####
72. "MSZoning" -0.004329 #####
73. "LotShape" -0.004329 #####
74. "LotFrontage" -0.005051 #####
75. "BsmtFullBath" -0.005772 #####
76. "HouseStyle" -0.006494 #####
77. "GarageCars" -0.012266 ####
78. "FullBath" -0.034632 ###
79. "GrLivArea" -0.036797 ##
80. "BsmtFinType1" -0.075036
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "1stFlrSF" 0.012876 ################
2. "TotalBsmtSF" 0.010730 ##############
3. "BsmtFinSF1" 0.010730 ##############
4. "LotFrontage" 0.006438 ############
5. "LotArea" 0.006438 ############
6. "GrLivArea" 0.006438 ############
7. "FullBath" 0.002146 #########
8. "BsmtFullBath" 0.002146 #########
9. "Fence" 0.002146 #########
10. "GarageFinish" 0.002146 #########
11. "Id" 0.000000 ########
12. "MiscVal" 0.000000 ########
13. "MSZoning" 0.000000 ########
14. "Street" 0.000000 ########
15. "Alley" 0.000000 ########
16. "LotShape" 0.000000 ########
17. "LandContour" 0.000000 ########
18. "Utilities" 0.000000 ########
19. "LotConfig" 0.000000 ########
20. "LandSlope" 0.000000 ########
21. "MoSold" 0.000000 ########
22. "Condition1" 0.000000 ########
23. "Condition2" 0.000000 ########
24. "BldgType" 0.000000 ########
25. "HouseStyle" 0.000000 ########
26. "OverallQual" 0.000000 ########
27. "YrSold" 0.000000 ########
28. "SaleType" 0.000000 ########
29. "RoofStyle" 0.000000 ########
30. "RoofMatl" 0.000000 ########
31. "Exterior1st" 0.000000 ########
32. "MasVnrType" 0.000000 ########
33. "ExterCond" 0.000000 ########
34. "Foundation" 0.000000 ########
35. "BsmtQual" 0.000000 ########
36. "BsmtCond" 0.000000 ########
37. "BsmtExposure" 0.000000 ########
38. "BsmtFinType2" 0.000000 ########
39. "BsmtFinSF2" 0.000000 ########
40. "Heating" 0.000000 ########
41. "HeatingQC" 0.000000 ########
42. "CentralAir" 0.000000 ########
43. "Electrical" 0.000000 ########
44. "2ndFlrSF" 0.000000 ########
45. "LowQualFinSF" 0.000000 ########
46. "BsmtHalfBath" 0.000000 ########
47. "HalfBath" 0.000000 ########
48. "BedroomAbvGr" 0.000000 ########
49. "KitchenAbvGr" 0.000000 ########
50. "Functional" 0.000000 ########
51. "Fireplaces" 0.000000 ########
52. "FireplaceQu" 0.000000 ########
53. "GarageType" 0.000000 ########
54. "3SsnPorch" 0.000000 ########
55. "GarageQual" 0.000000 ########
56. "GarageCond" 0.000000 ########
57. "PavedDrive" 0.000000 ########
58. "WoodDeckSF" 0.000000 ########
59. "EnclosedPorch" 0.000000 ########
60. "SaleCondition" 0.000000 ########
61. "ScreenPorch" 0.000000 ########
62. "PoolArea" 0.000000 ########
63. "PoolQC" 0.000000 ########
64. "MiscFeature" 0.000000 ########
65. "MSSubClass" -0.002146 #######
66. "Neighborhood" -0.002146 #######
67. "OverallCond" -0.002146 #######
68. "Exterior2nd" -0.002146 #######
69. "GarageCars" -0.002146 #######
70. "GarageArea" -0.002146 #######
71. "YearRemodAdd" -0.002146 #######
72. "MasVnrArea" -0.002146 #######
73. "ExterQual" -0.002146 #######
74. "BsmtUnfSF" -0.004292 ######
75. "TotRmsAbvGrd" -0.004292 ######
76. "GarageYrBlt" -0.004292 ######
77. "KitchenQual" -0.006438 ####
78. "OpenPorchSF" -0.006438 ####
79. "BsmtFinType1" -0.012876 #
80. "YearBuilt" -0.015021
1. "GarageFinish" 0.023605 ################
2. "Fireplaces" 0.015021 ###############
3. "MasVnrType" 0.012876 ###############
4. "TotRmsAbvGrd" 0.012876 ###############
5. "1stFlrSF" 0.010730 ###############
6. "GrLivArea" 0.010730 ###############
7. "LotArea" 0.010730 ###############
8. "HouseStyle" 0.010730 ###############
9. "OverallQual" 0.010730 ###############
10. "TotalBsmtSF" 0.006438 ###############
11. "BsmtFullBath" 0.006438 ###############
12. "BsmtFinSF1" 0.006438 ###############
13. "WoodDeckSF" 0.006438 ###############
14. "OpenPorchSF" 0.006438 ###############
15. "ExterQual" 0.004292 ###############
16. "OverallCond" 0.004292 ###############
17. "BedroomAbvGr" 0.004292 ###############
18. "Foundation" 0.002146 ###############
19. "GarageCars" 0.002146 ###############
20. "YrSold" 0.002146 ###############
21. "LowQualFinSF" 0.000000 ###############
22. "Condition1" 0.000000 ###############
23. "Condition2" 0.000000 ###############
24. "BldgType" 0.000000 ###############
25. "2ndFlrSF" 0.000000 ###############
26. "RoofStyle" 0.000000 ###############
27. "RoofMatl" 0.000000 ###############
28. "Electrical" 0.000000 ###############
29. "MasVnrArea" 0.000000 ###############
30. "ExterCond" 0.000000 ###############
31. "HalfBath" 0.000000 ###############
32. "BsmtCond" 0.000000 ###############
33. "BsmtExposure" 0.000000 ###############
34. "Heating" 0.000000 ###############
35. "Id" 0.000000 ###############
36. "BsmtFinType2" 0.000000 ###############
37. "BsmtFinSF2" 0.000000 ###############
38. "BsmtHalfBath" 0.000000 ###############
39. "MSZoning" 0.000000 ###############
40. "KitchenAbvGr" 0.000000 ###############
41. "KitchenQual" 0.000000 ###############
42. "Street" 0.000000 ###############
43. "Functional" 0.000000 ###############
44. "Alley" 0.000000 ###############
45. "3SsnPorch" 0.000000 ###############
46. "LotShape" 0.000000 ###############
47. "CentralAir" 0.000000 ###############
48. "GarageQual" 0.000000 ###############
49. "GarageCond" 0.000000 ###############
50. "PavedDrive" 0.000000 ###############
51. "Utilities" 0.000000 ###############
52. "SaleCondition" 0.000000 ###############
53. "ScreenPorch" 0.000000 ###############
54. "PoolArea" 0.000000 ###############
55. "PoolQC" 0.000000 ###############
56. "Fence" 0.000000 ###############
57. "MiscFeature" 0.000000 ###############
58. "MiscVal" 0.000000 ###############
59. "LandSlope" 0.000000 ###############
60. "SaleType" 0.000000 ###############
61. "LandContour" -0.002146 ###############
62. "FullBath" -0.002146 ###############
63. "HeatingQC" -0.002146 ###############
64. "Exterior2nd" -0.002146 ###############
65. "BsmtFinType1" -0.002146 ###############
66. "BsmtQual" -0.002146 ###############
67. "LotConfig" -0.002146 ###############
68. "EnclosedPorch" -0.004292 ###############
69. "YearRemodAdd" -0.004292 ###############
70. "LotFrontage" -0.004292 ###############
71. "MSSubClass" -0.004292 ###############
72. "BsmtUnfSF" -0.004292 ###############
73. "GarageArea" -0.006438 ##############
74. "GarageYrBlt" -0.006438 ##############
75. "FireplaceQu" -0.008584 ##############
76. "Neighborhood" -0.010730 ##############
77. "Exterior1st" -0.015021 ##############
78. "GarageType" -0.281116 #####
79. "MoSold" -0.396996 #
80. "YearBuilt" -0.435622
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.175966 ################
2. "YearRemodAdd" 0.169528 ###############
3. "BsmtFinType1" 0.167382 ###############
4. "Neighborhood" 0.126609 ############
5. "YearBuilt" 0.072961 #########
6. "LotArea" 0.047210 ########
7. "OverallQual" 0.032189 #######
8. "GarageArea" 0.025751 ######
9. "TotalBsmtSF" 0.023605 ######
10. "2ndFlrSF" 0.023605 ######
11. "FullBath" 0.019313 ######
12. "LotFrontage" 0.017167 ######
13. "Exterior2nd" 0.017167 ######
14. "BsmtFinSF1" 0.015021 ######
15. "YrSold" 0.015021 ######
16. "Foundation" 0.012876 #####
17. "MSSubClass" 0.010730 #####
18. "Electrical" 0.006438 #####
19. "BsmtQual" 0.006438 #####
20. "HouseStyle" 0.006438 #####
21. "SaleCondition" 0.004292 #####
22. "LotShape" 0.004292 #####
23. "BsmtFullBath" 0.004292 #####
24. "GrLivArea" 0.004292 #####
25. "BldgType" 0.002146 #####
26. "HalfBath" 0.002146 #####
27. "CentralAir" 0.002146 #####
28. "PavedDrive" 0.002146 #####
29. "Fence" 0.002146 #####
30. "MasVnrArea" 0.002146 #####
31. "GarageType" 0.002146 #####
32. "MoSold" 0.002146 #####
33. "Street" 0.000000 #####
34. "Functional" 0.000000 #####
35. "LandContour" 0.000000 #####
36. "Utilities" 0.000000 #####
37. "LandSlope" 0.000000 #####
38. "Condition2" 0.000000 #####
39. "PoolQC" 0.000000 #####
40. "PoolArea" 0.000000 #####
41. "ScreenPorch" 0.000000 #####
42. "RoofMatl" 0.000000 #####
43. "3SsnPorch" 0.000000 #####
44. "Heating" 0.000000 #####
45. "ExterCond" 0.000000 #####
46. "LowQualFinSF" 0.000000 #####
47. "BsmtFinSF2" 0.000000 #####
48. "BsmtHalfBath" 0.000000 #####
49. "KitchenAbvGr" 0.000000 #####
50. "MiscFeature" 0.000000 #####
51. "MiscVal" 0.000000 #####
52. "SaleType" 0.000000 #####
53. "OpenPorchSF" -0.000000 #####
54. "BsmtCond" -0.000000 #####
55. "BsmtFinType2" -0.000000 #####
56. "MSZoning" -0.000000 #####
57. "BsmtExposure" -0.000000 #####
58. "Alley" -0.002146 ####
59. "Condition1" -0.002146 ####
60. "GarageQual" -0.002146 ####
61. "RoofStyle" -0.002146 ####
62. "LotConfig" -0.002146 ####
63. "ExterQual" -0.004292 ####
64. "GarageCond" -0.006438 ####
65. "HeatingQC" -0.008584 ####
66. "KitchenQual" -0.008584 ####
67. "Exterior1st" -0.010730 ####
68. "EnclosedPorch" -0.012876 ####
69. "OverallCond" -0.015021 ####
70. "BedroomAbvGr" -0.015021 ####
71. "TotRmsAbvGrd" -0.019313 ###
72. "GarageCars" -0.019313 ###
73. "BsmtUnfSF" -0.019313 ###
74. "GarageYrBlt" -0.027897 ###
75. "FireplaceQu" -0.042918 ##
76. "MasVnrType" -0.051502 #
77. "WoodDeckSF" -0.053648 #
78. "Fireplaces" -0.060086 #
79. "1stFlrSF" -0.062232 #
80. "GarageFinish" -0.081545
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OverallQual" 0.015021 ################
2. "BsmtFinSF1" 0.008584 ###############
3. "LotArea" 0.008584 ###############
4. "Neighborhood" 0.008584 ###############
5. "BsmtUnfSF" 0.006438 ###############
6. "1stFlrSF" 0.006438 ###############
7. "YrSold" 0.006438 ###############
8. "GarageArea" 0.004292 ###############
9. "GarageType" 0.004292 ###############
10. "FireplaceQu" 0.004292 ###############
11. "MasVnrType" 0.004292 ###############
12. "BsmtFinType1" 0.004292 ###############
13. "MoSold" 0.004292 ###############
14. "Id" 0.002146 ###############
15. "MSZoning" 0.002146 ###############
16. "WoodDeckSF" 0.002146 ###############
17. "YearBuilt" 0.002146 ###############
18. "HeatingQC" 0.002146 ###############
19. "TotRmsAbvGrd" 0.002146 ###############
20. "HouseStyle" 0.002146 ###############
21. "Alley" 0.000000 ###############
22. "LotShape" 0.000000 ###############
23. "LandContour" 0.000000 ###############
24. "Utilities" 0.000000 ###############
25. "LotConfig" 0.000000 ###############
26. "LandSlope" 0.000000 ###############
27. "Condition1" 0.000000 ###############
28. "Condition2" 0.000000 ###############
29. "BldgType" 0.000000 ###############
30. "OverallCond" 0.000000 ###############
31. "RoofStyle" 0.000000 ###############
32. "RoofMatl" 0.000000 ###############
33. "ExterQual" 0.000000 ###############
34. "ExterCond" 0.000000 ###############
35. "Foundation" 0.000000 ###############
36. "BsmtCond" 0.000000 ###############
37. "BsmtExposure" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "BsmtQual" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "2ndFlrSF" 0.000000 ###############
45. "LowQualFinSF" 0.000000 ###############
46. "BsmtFullBath" 0.000000 ###############
47. "BsmtHalfBath" 0.000000 ###############
48. "FullBath" 0.000000 ###############
49. "HalfBath" 0.000000 ###############
50. "BedroomAbvGr" 0.000000 ###############
51. "KitchenAbvGr" 0.000000 ###############
52. "Functional" 0.000000 ###############
53. "Fireplaces" 0.000000 ###############
54. "3SsnPorch" 0.000000 ###############
55. "GarageFinish" 0.000000 ###############
56. "GarageQual" 0.000000 ###############
57. "GarageCond" 0.000000 ###############
58. "PavedDrive" 0.000000 ###############
59. "OpenPorchSF" 0.000000 ###############
60. "SaleCondition" 0.000000 ###############
61. "ScreenPorch" 0.000000 ###############
62. "PoolArea" 0.000000 ###############
63. "PoolQC" 0.000000 ###############
64. "MiscFeature" 0.000000 ###############
65. "MiscVal" 0.000000 ###############
66. "MSSubClass" 0.000000 ###############
67. "Street" 0.000000 ###############
68. "SaleType" 0.000000 ###############
69. "EnclosedPorch" -0.002146 ###############
70. "GarageCars" -0.002146 ###############
71. "YearRemodAdd" -0.002146 ###############
72. "Fence" -0.002146 ###############
73. "Exterior1st" -0.002146 ###############
74. "MasVnrArea" -0.004292 ###############
75. "Exterior2nd" -0.004292 ###############
76. "LotFrontage" -0.004292 ###############
77. "GarageYrBlt" -0.004292 ###############
78. "GrLivArea" -0.008584 ###############
79. "TotalBsmtSF" -0.010730 ###############
80. "KitchenQual" -0.487124
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Exterior2nd" 0.104526 ################
2. "FireplaceQu" 0.099138 ###############
3. "Exterior1st" 0.092672 ###############
4. "GrLivArea" 0.081897 ##############
5. "1stFlrSF" 0.072198 #############
6. "BsmtQual" 0.067888 #############
7. "MSZoning" 0.066810 #############
8. "ExterQual" 0.054957 ############
9. "BsmtUnfSF" 0.047414 ###########
10. "TotalBsmtSF" 0.045259 ###########
11. "BsmtFinSF1" 0.042026 ###########
12. "GarageYrBlt" 0.032328 ##########
13. "OverallCond" 0.024784 ##########
14. "LotArea" 0.023707 ##########
15. "BedroomAbvGr" 0.020474 #########
16. "TotRmsAbvGrd" 0.017241 #########
17. "MasVnrArea" 0.017241 #########
18. "KitchenQual" 0.007543 ########
19. "MoSold" 0.005388 ########
20. "HalfBath" 0.005388 ########
21. "OverallQual" 0.004310 ########
22. "Fireplaces" 0.003233 ########
23. "GarageQual" 0.003233 ########
24. "GarageArea" 0.003233 ########
25. "Fence" 0.003233 ########
26. "LotConfig" 0.002155 ########
27. "Alley" 0.002155 ########
28. "BsmtFinSF2" 0.001078 ########
29. "EnclosedPorch" 0.001078 ########
30. "MasVnrType" 0.001078 ########
31. "SaleCondition" 0.000000 ########
32. "Street" 0.000000 ########
33. "LandContour" 0.000000 ########
34. "Utilities" 0.000000 ########
35. "LandSlope" 0.000000 ########
36. "Condition1" 0.000000 ########
37. "Condition2" 0.000000 ########
38. "BldgType" 0.000000 ########
39. "RoofMatl" 0.000000 ########
40. "Heating" 0.000000 ########
41. "3SsnPorch" 0.000000 ########
42. "CentralAir" 0.000000 ########
43. "LowQualFinSF" 0.000000 ########
44. "KitchenAbvGr" 0.000000 ########
45. "Functional" 0.000000 ########
46. "ScreenPorch" 0.000000 ########
47. "PoolArea" 0.000000 ########
48. "PoolQC" 0.000000 ########
49. "MiscFeature" 0.000000 ########
50. "MiscVal" 0.000000 ########
51. "SaleType" 0.000000 ########
52. "GarageCond" -0.000000 ########
53. "LotShape" -0.000000 ########
54. "BsmtCond" -0.000000 ########
55. "ExterCond" -0.000000 ########
56. "PavedDrive" -0.000000 ########
57. "BsmtHalfBath" -0.000000 ########
58. "Electrical" -0.000000 ########
59. "HeatingQC" -0.001078 ########
60. "BsmtExposure" -0.001078 ########
61. "FullBath" -0.002155 ########
62. "GarageCars" -0.004310 #######
63. "RoofStyle" -0.004310 #######
64. "HouseStyle" -0.006466 #######
65. "BsmtFinType2" -0.008621 #######
66. "MSSubClass" -0.009698 #######
67. "YearBuilt" -0.010776 #######
68. "GarageFinish" -0.011853 #######
69. "YrSold" -0.012931 #######
70. "OpenPorchSF" -0.014009 #######
71. "2ndFlrSF" -0.014009 #######
72. "Foundation" -0.015086 #######
73. "YearRemodAdd" -0.016164 #######
74. "BsmtFullBath" -0.017241 #######
75. "WoodDeckSF" -0.029095 ######
76. "Neighborhood" -0.035560 #####
77. "LotFrontage" -0.040948 #####
78. "GarageType" -0.065733 ###
79. "BsmtFinType1" -0.099138
80. "Id" -0.112069
1. "OverallQual" 0.145022 ################
2. "GrLivArea" 0.124820 ##############
3. "1stFlrSF" 0.121934 ##############
4. "TotalBsmtSF" 0.116883 ##############
5. "YrSold" 0.116883 ##############
6. "BsmtExposure" 0.097403 #############
7. "BsmtQual" 0.048341 #########
8. "ExterQual" 0.047619 #########
9. "Id" 0.026696 ########
10. "FireplaceQu" 0.024531 ########
11. "FullBath" 0.022367 ########
12. "GarageFinish" 0.020924 ########
13. "KitchenQual" 0.015152 #######
14. "2ndFlrSF" 0.014430 #######
15. "BsmtUnfSF" 0.010101 #######
16. "LotFrontage" 0.007215 #######
17. "MoSold" 0.006494 #######
18. "WoodDeckSF" 0.004329 #######
19. "GarageArea" 0.004329 #######
20. "LotShape" 0.003608 #######
21. "HalfBath" 0.003608 #######
22. "BsmtFinSF1" 0.003608 #######
23. "Exterior1st" 0.003608 #######
24. "OverallCond" 0.002886 #######
25. "LotArea" 0.002886 #######
26. "MasVnrArea" 0.002165 #######
27. "ExterCond" 0.002165 #######
28. "GarageCars" 0.001443 #######
29. "SaleCondition" 0.001443 #######
30. "BldgType" 0.001443 #######
31. "MasVnrType" 0.001443 #######
32. "Fence" 0.000722 ######
33. "SaleType" 0.000000 ######
34. "Street" 0.000000 ######
35. "Utilities" 0.000000 ######
36. "LandSlope" 0.000000 ######
37. "Condition2" 0.000000 ######
38. "RoofMatl" 0.000000 ######
39. "BsmtFinSF2" 0.000000 ######
40. "Heating" 0.000000 ######
41. "3SsnPorch" 0.000000 ######
42. "CentralAir" 0.000000 ######
43. "Electrical" 0.000000 ######
44. "LowQualFinSF" 0.000000 ######
45. "BsmtHalfBath" 0.000000 ######
46. "KitchenAbvGr" 0.000000 ######
47. "Functional" 0.000000 ######
48. "GarageCond" 0.000000 ######
49. "ScreenPorch" 0.000000 ######
50. "PoolArea" 0.000000 ######
51. "PoolQC" 0.000000 ######
52. "MiscFeature" 0.000000 ######
53. "MiscVal" 0.000000 ######
54. "PavedDrive" -0.000000 ######
55. "BsmtCond" -0.000000 ######
56. "LandContour" -0.000000 ######
57. "BsmtFullBath" -0.000000 ######
58. "Alley" -0.000722 ######
59. "EnclosedPorch" -0.000722 ######
60. "Condition1" -0.001443 ######
61. "BsmtFinType2" -0.001443 ######
62. "MSSubClass" -0.002886 ######
63. "LotConfig" -0.003608 ######
64. "GarageType" -0.004329 ######
65. "YearBuilt" -0.005051 ######
66. "MSZoning" -0.005772 ######
67. "BedroomAbvGr" -0.010101 ######
68. "GarageYrBlt" -0.016595 #####
69. "Foundation" -0.018038 #####
70. "YearRemodAdd" -0.019481 #####
71. "HouseStyle" -0.021645 #####
72. "GarageQual" -0.022367 #####
73. "Neighborhood" -0.022367 #####
74. "RoofStyle" -0.027417 #####
75. "HeatingQC" -0.031025 ####
76. "TotRmsAbvGrd" -0.038240 ####
77. "BsmtFinType1" -0.072150 ##
78. "OpenPorchSF" -0.072150 ##
79. "Exterior2nd" -0.080087 #
80. "Fireplaces" -0.110390
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Neighborhood" 0.326180 ################
2. "GarageType" 0.319742 ###############
3. "Exterior2nd" 0.319742 ###############
4. "TotalBsmtSF" 0.317597 ###############
5. "1stFlrSF" 0.311159 ###############
6. "YearBuilt" 0.105150 ##########
7. "MSSubClass" 0.083691 #########
8. "GrLivArea" 0.081545 #########
9. "BedroomAbvGr" 0.066524 #########
10. "PavedDrive" 0.066524 #########
11. "Condition1" 0.066524 #########
12. "BsmtExposure" 0.064378 #########
13. "OverallCond" 0.062232 #########
14. "FullBath" 0.060086 #########
15. "GarageYrBlt" 0.051502 ########
16. "BsmtQual" 0.045064 ########
17. "GarageFinish" 0.032189 ########
18. "OverallQual" 0.027897 ########
19. "2ndFlrSF" 0.021459 ########
20. "LotShape" 0.017167 ########
21. "YrSold" 0.017167 ########
22. "HouseStyle" 0.015021 ########
23. "GarageCars" 0.012876 ########
24. "WoodDeckSF" 0.010730 #######
25. "Foundation" 0.006438 #######
26. "MSZoning" 0.004292 #######
27. "MasVnrArea" 0.004292 #######
28. "MoSold" 0.002146 #######
29. "BldgType" 0.002146 #######
30. "ExterCond" 0.002146 #######
31. "LotConfig" 0.002146 #######
32. "Electrical" 0.002146 #######
33. "BsmtFinType2" 0.002146 #######
34. "CentralAir" 0.002146 #######
35. "EnclosedPorch" 0.002146 #######
36. "Street" 0.000000 #######
37. "BsmtFinSF2" 0.000000 #######
38. "RoofMatl" 0.000000 #######
39. "RoofStyle" 0.000000 #######
40. "Heating" 0.000000 #######
41. "KitchenAbvGr" 0.000000 #######
42. "Functional" 0.000000 #######
43. "BsmtHalfBath" 0.000000 #######
44. "Condition2" 0.000000 #######
45. "LandSlope" 0.000000 #######
46. "3SsnPorch" 0.000000 #######
47. "GarageQual" 0.000000 #######
48. "GarageCond" 0.000000 #######
49. "Utilities" 0.000000 #######
50. "LandContour" 0.000000 #######
51. "BsmtCond" 0.000000 #######
52. "ScreenPorch" 0.000000 #######
53. "PoolArea" 0.000000 #######
54. "PoolQC" 0.000000 #######
55. "MiscFeature" 0.000000 #######
56. "MiscVal" 0.000000 #######
57. "LowQualFinSF" 0.000000 #######
58. "Alley" 0.000000 #######
59. "TotRmsAbvGrd" -0.002146 #######
60. "SaleType" -0.002146 #######
61. "SaleCondition" -0.002146 #######
62. "Id" -0.002146 #######
63. "Fence" -0.004292 #######
64. "MasVnrType" -0.006438 #######
65. "HalfBath" -0.008584 #######
66. "LotArea" -0.010730 #######
67. "GarageArea" -0.015021 #######
68. "BsmtFinSF1" -0.015021 #######
69. "ExterQual" -0.021459 #######
70. "YearRemodAdd" -0.027897 ######
71. "BsmtUnfSF" -0.030043 ######
72. "KitchenQual" -0.030043 ######
73. "OpenPorchSF" -0.032189 ######
74. "BsmtFullBath" -0.036481 ######
75. "HeatingQC" -0.042918 ######
76. "Exterior1st" -0.049356 ######
77. "BsmtFinType1" -0.118026 ####
78. "LotFrontage" -0.227468 #
79. "FireplaceQu" -0.274678
80. "Fireplaces" -0.300429
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OpenPorchSF" 0.115440 ################
2. "Fireplaces" 0.082251 #############
3. "OverallQual" 0.059163 ###########
4. "Neighborhood" 0.051948 ###########
5. "HalfBath" 0.049062 ##########
6. "FireplaceQu" 0.049062 ##########
7. "BedroomAbvGr" 0.030303 #########
8. "KitchenQual" 0.029582 #########
9. "GrLivArea" 0.018038 ########
10. "YearBuilt" 0.016595 ########
11. "ExterQual" 0.015152 ########
12. "LotFrontage" 0.014430 ########
13. "BsmtFinType1" 0.013709 ########
14. "BsmtQual" 0.011544 ########
15. "GarageType" 0.011544 ########
16. "BsmtFinSF1" 0.011544 #######
17. "LotShape" 0.007937 #######
18. "BsmtFullBath" 0.005051 #######
19. "EnclosedPorch" 0.004329 #######
20. "LotConfig" 0.003608 #######
21. "MSZoning" 0.002886 #######
22. "GarageCond" 0.001443 #######
23. "Exterior2nd" 0.001443 #######
24. "PavedDrive" 0.000722 #######
25. "LandSlope" 0.000722 #######
26. "Electrical" 0.000000 #######
27. "Street" 0.000000 #######
28. "KitchenAbvGr" 0.000000 #######
29. "RoofMatl" 0.000000 #######
30. "Functional" 0.000000 #######
31. "BsmtHalfBath" 0.000000 #######
32. "3SsnPorch" 0.000000 #######
33. "BsmtCond" 0.000000 #######
34. "Condition2" 0.000000 #######
35. "Condition1" 0.000000 #######
36. "Alley" 0.000000 #######
37. "BsmtFinType2" 0.000000 #######
38. "LowQualFinSF" 0.000000 #######
39. "CentralAir" 0.000000 #######
40. "Heating" 0.000000 #######
41. "Utilities" 0.000000 #######
42. "ScreenPorch" 0.000000 #######
43. "PoolArea" 0.000000 #######
44. "PoolQC" 0.000000 #######
45. "MiscFeature" 0.000000 #######
46. "MiscVal" 0.000000 #######
47. "LandContour" -0.000000 #######
48. "Fence" -0.000000 #######
49. "SaleType" -0.000000 #######
50. "Id" -0.000000 #######
51. "BsmtFinSF2" -0.000722 #######
52. "GarageQual" -0.000722 #######
53. "BldgType" -0.001443 #######
54. "SaleCondition" -0.001443 #######
55. "MasVnrType" -0.001443 ######
56. "ExterCond" -0.002165 ######
57. "WoodDeckSF" -0.003608 ######
58. "OverallCond" -0.003608 ######
59. "MSSubClass" -0.004329 ######
60. "2ndFlrSF" -0.004329 ######
61. "MasVnrArea" -0.006494 ######
62. "GarageFinish" -0.010823 ######
63. "1stFlrSF" -0.022367 #####
64. "GarageCars" -0.023088 #####
65. "Foundation" -0.028139 ####
66. "TotalBsmtSF" -0.028139 ####
67. "YearRemodAdd" -0.031025 ####
68. "GarageArea" -0.032468 ####
69. "YrSold" -0.034632 ####
70. "HouseStyle" -0.039683 ####
71. "FullBath" -0.051227 ###
72. "Exterior1st" -0.052670 ###
73. "MoSold" -0.052670 ###
74. "BsmtUnfSF" -0.053391 ##
75. "HeatingQC" -0.057720 ##
76. "LotArea" -0.061328 ##
77. "TotRmsAbvGrd" -0.067821 #
78. "RoofStyle" -0.072872 #
79. "GarageYrBlt" -0.090909
80. "BsmtExposure" -0.092352
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "TotalBsmtSF" 0.025751 ################
2. "ExterQual" 0.017167 ###############
3. "GarageArea" 0.012876 ###############
4. "BsmtUnfSF" 0.010730 ###############
5. "HeatingQC" 0.010730 ###############
6. "HouseStyle" 0.010730 ###############
7. "KitchenQual" 0.010730 ###############
8. "MSSubClass" 0.006438 ###############
9. "2ndFlrSF" 0.006438 ###############
10. "MasVnrType" 0.006438 ###############
11. "LotShape" 0.006438 ###############
12. "HalfBath" 0.006438 ###############
13. "1stFlrSF" 0.006438 ###############
14. "BsmtFinSF1" 0.006438 ###############
15. "Exterior1st" 0.004292 ###############
16. "GarageCars" 0.004292 ###############
17. "MasVnrArea" 0.004292 ###############
18. "GarageType" 0.004292 ###############
19. "Fireplaces" 0.004292 ###############
20. "MoSold" 0.004292 ###############
21. "Foundation" 0.002146 ###############
22. "Neighborhood" 0.002146 ###############
23. "BsmtExposure" 0.002146 ###############
24. "YearBuilt" 0.002146 ###############
25. "OpenPorchSF" 0.002146 ###############
26. "EnclosedPorch" 0.002146 ###############
27. "Alley" 0.000000 ###############
28. "LandContour" 0.000000 ###############
29. "Utilities" 0.000000 ###############
30. "LandSlope" 0.000000 ###############
31. "Condition1" 0.000000 ###############
32. "Condition2" 0.000000 ###############
33. "BldgType" 0.000000 ###############
34. "RoofStyle" 0.000000 ###############
35. "RoofMatl" 0.000000 ###############
36. "ExterCond" 0.000000 ###############
37. "BsmtCond" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "SaleCondition" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "LowQualFinSF" 0.000000 ###############
45. "BsmtFullBath" 0.000000 ###############
46. "BsmtHalfBath" 0.000000 ###############
47. "FullBath" 0.000000 ###############
48. "KitchenAbvGr" 0.000000 ###############
49. "Functional" 0.000000 ###############
50. "3SsnPorch" 0.000000 ###############
51. "GarageQual" 0.000000 ###############
52. "GarageCond" 0.000000 ###############
53. "PavedDrive" 0.000000 ###############
54. "LotConfig" 0.000000 ###############
55. "MSZoning" 0.000000 ###############
56. "ScreenPorch" 0.000000 ###############
57. "PoolArea" 0.000000 ###############
58. "PoolQC" 0.000000 ###############
59. "MiscFeature" 0.000000 ###############
60. "MiscVal" 0.000000 ###############
61. "Street" 0.000000 ###############
62. "YrSold" 0.000000 ###############
63. "SaleType" 0.000000 ###############
64. "BedroomAbvGr" -0.002146 ###############
65. "OverallCond" -0.002146 ###############
66. "GrLivArea" -0.002146 ###############
67. "LotArea" -0.002146 ###############
68. "BsmtQual" -0.004292 ##############
69. "BsmtFinType1" -0.004292 ##############
70. "FireplaceQu" -0.004292 ##############
71. "Fence" -0.004292 ##############
72. "GarageYrBlt" -0.004292 ##############
73. "Exterior2nd" -0.006438 ##############
74. "WoodDeckSF" -0.006438 ##############
75. "GarageFinish" -0.010730 ##############
76. "TotRmsAbvGrd" -0.015021 ##############
77. "YearRemodAdd" -0.017167 ##############
78. "LotFrontage" -0.429185
79. "OverallQual" -0.446352
80. "Id" -0.454936
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "ExterQual" 0.373391 ################
2. "Foundation" 0.349785 ###############
3. "OverallQual" 0.341202 ###############
4. "1stFlrSF" 0.105150 ########
5. "YearBuilt" 0.030043 ######
6. "KitchenQual" 0.030043 ######
7. "GarageYrBlt" 0.027897 ######
8. "GarageFinish" 0.021459 ######
9. "Fireplaces" 0.017167 ######
10. "MSSubClass" 0.015021 ######
11. "GarageArea" 0.015021 ######
12. "FireplaceQu" 0.012876 ######
13. "BsmtFinSF1" 0.012876 ######
14. "Neighborhood" 0.010730 ######
15. "GarageCars" 0.008584 ######
16. "LotFrontage" 0.004292 ######
17. "BldgType" 0.004292 ######
18. "HeatingQC" 0.004292 ######
19. "BedroomAbvGr" 0.004292 ######
20. "TotRmsAbvGrd" 0.004292 ######
21. "PavedDrive" 0.004292 ######
22. "OpenPorchSF" 0.004292 ######
23. "YrSold" 0.004292 ######
24. "LotShape" 0.002146 ######
25. "MSZoning" 0.002146 ######
26. "GarageType" 0.002146 ######
27. "LandContour" 0.002146 ######
28. "BsmtCond" 0.002146 ######
29. "HalfBath" 0.002146 ######
30. "BsmtExposure" 0.002146 ######
31. "RoofStyle" 0.002146 ######
32. "BsmtUnfSF" 0.002146 ######
33. "MasVnrType" 0.002146 ######
34. "Electrical" 0.002146 ######
35. "CentralAir" 0.002146 ######
36. "EnclosedPorch" 0.002146 ######
37. "Fence" 0.002146 ######
38. "BsmtFinType2" 0.000000 ######
39. "BsmtFinSF2" 0.000000 ######
40. "Heating" 0.000000 ######
41. "3SsnPorch" 0.000000 ######
42. "LowQualFinSF" 0.000000 ######
43. "BsmtHalfBath" 0.000000 ######
44. "KitchenAbvGr" 0.000000 ######
45. "Functional" 0.000000 ######
46. "Street" 0.000000 ######
47. "Alley" 0.000000 ######
48. "Utilities" 0.000000 ######
49. "GarageQual" 0.000000 ######
50. "LandSlope" 0.000000 ######
51. "Condition1" 0.000000 ######
52. "Condition2" 0.000000 ######
53. "ScreenPorch" 0.000000 ######
54. "PoolArea" 0.000000 ######
55. "PoolQC" 0.000000 ######
56. "RoofMatl" 0.000000 ######
57. "MiscFeature" 0.000000 ######
58. "MiscVal" 0.000000 ######
59. "ExterCond" 0.000000 ######
60. "SaleCondition" 0.000000 ######
61. "GarageCond" -0.002146 ######
62. "SaleType" -0.002146 ######
63. "OverallCond" -0.006438 #####
64. "LotArea" -0.010730 #####
65. "2ndFlrSF" -0.017167 #####
66. "HouseStyle" -0.021459 #####
67. "Id" -0.023605 #####
68. "BsmtFinType1" -0.025751 #####
69. "WoodDeckSF" -0.027897 #####
70. "LotConfig" -0.030043 #####
71. "MoSold" -0.034335 #####
72. "TotalBsmtSF" -0.053648 ####
73. "BsmtFullBath" -0.060086 ####
74. "YearRemodAdd" -0.070815 ####
75. "GrLivArea" -0.075107 ####
76. "MasVnrArea" -0.087983 ###
77. "BsmtQual" -0.092275 ###
78. "Exterior1st" -0.107296 ###
79. "FullBath" -0.118026 ###
80. "Exterior2nd" -0.233906
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BldgType" 0.139009 ################
2. "HouseStyle" 0.139009 ################
3. "YearBuilt" 0.059267 ############
4. "GarageArea" 0.046336 ###########
5. "KitchenQual" 0.029095 ###########
6. "BsmtQual" 0.025862 ##########
7. "YearRemodAdd" 0.015086 ##########
8. "Exterior1st" 0.012931 ##########
9. "GarageCars" 0.009698 ##########
10. "Fireplaces" 0.008621 ##########
11. "TotRmsAbvGrd" 0.007543 ##########
12. "Neighborhood" 0.005388 ##########
13. "LotFrontage" 0.003233 #########
14. "MasVnrArea" 0.003233 #########
15. "GarageYrBlt" 0.003233 #########
16. "Foundation" 0.003233 #########
17. "BsmtFinSF1" 0.003233 #########
18. "HeatingQC" 0.002155 #########
19. "BsmtUnfSF" 0.000000 #########
20. "PoolArea" 0.000000 #########
21. "PoolQC" 0.000000 #########
22. "Fence" 0.000000 #########
23. "Street" 0.000000 #########
24. "Alley" 0.000000 #########
25. "MiscFeature" 0.000000 #########
26. "LandContour" 0.000000 #########
27. "Utilities" 0.000000 #########
28. "LandSlope" 0.000000 #########
29. "Condition1" 0.000000 #########
30. "Condition2" 0.000000 #########
31. "MiscVal" 0.000000 #########
32. "SaleType" 0.000000 #########
33. "SaleCondition" 0.000000 #########
34. "RoofMatl" 0.000000 #########
35. "MasVnrType" 0.000000 #########
36. "ExterCond" 0.000000 #########
37. "BsmtCond" 0.000000 #########
38. "BsmtFinType2" 0.000000 #########
39. "BsmtFinSF2" 0.000000 #########
40. "Heating" 0.000000 #########
41. "LotConfig" 0.000000 #########
42. "CentralAir" 0.000000 #########
43. "Electrical" 0.000000 #########
44. "LowQualFinSF" 0.000000 #########
45. "BsmtHalfBath" 0.000000 #########
46. "BedroomAbvGr" 0.000000 #########
47. "KitchenAbvGr" 0.000000 #########
48. "Functional" 0.000000 #########
49. "GarageType" 0.000000 #########
50. "GarageQual" 0.000000 #########
51. "GarageCond" 0.000000 #########
52. "PavedDrive" 0.000000 #########
53. "EnclosedPorch" 0.000000 #########
54. "3SsnPorch" 0.000000 #########
55. "ScreenPorch" 0.000000 #########
56. "MSZoning" -0.001078 #########
57. "RoofStyle" -0.001078 #########
58. "LotShape" -0.003233 #########
59. "OpenPorchSF" -0.003233 #########
60. "BsmtFullBath" -0.003233 #########
61. "BsmtExposure" -0.003233 #########
62. "MoSold" -0.003233 #########
63. "1stFlrSF" -0.003233 #########
64. "MSSubClass" -0.005388 #########
65. "ExterQual" -0.005388 #########
66. "LotArea" -0.006466 #########
67. "OverallCond" -0.006466 #########
68. "2ndFlrSF" -0.006466 #########
69. "GrLivArea" -0.007543 #########
70. "HalfBath" -0.008621 #########
71. "TotalBsmtSF" -0.009698 #########
72. "GarageFinish" -0.012931 #########
73. "Exterior2nd" -0.015086 #########
74. "FullBath" -0.015086 #########
75. "BsmtFinType1" -0.038793 ########
76. "WoodDeckSF" -0.066810 ######
77. "OverallQual" -0.126078 ####
78. "Id" -0.162716 ##
79. "YrSold" -0.170259 ##
80. "FireplaceQu" -0.220905
1. "LotArea" 0.263948 ################
2. "Neighborhood" 0.248927 ###############
3. "OverallQual" 0.107296 ############
4. "1stFlrSF" 0.068670 ###########
5. "Id" 0.064378 ###########
6. "TotalBsmtSF" 0.062232 ###########
7. "FullBath" 0.060086 ###########
8. "BsmtQual" 0.057940 ###########
9. "GrLivArea" 0.055794 ###########
10. "ExterQual" 0.053648 ###########
11. "YearRemodAdd" 0.042918 ##########
12. "Foundation" 0.042918 ##########
13. "SaleType" 0.034335 ##########
14. "GarageFinish" 0.034335 ##########
15. "WoodDeckSF" 0.030043 ##########
16. "MSSubClass" 0.030043 ##########
17. "GarageYrBlt" 0.025751 ##########
18. "KitchenQual" 0.025751 ##########
19. "MasVnrArea" 0.023605 ##########
20. "2ndFlrSF" 0.021459 ##########
21. "LotShape" 0.021459 ##########
22. "HeatingQC" 0.019313 ##########
23. "BsmtFinSF1" 0.017167 ##########
24. "BsmtFullBath" 0.010730 ##########
25. "LotFrontage" 0.008584 ##########
26. "GarageCars" 0.008584 ##########
27. "GarageArea" 0.008584 ##########
28. "BsmtExposure" 0.006438 ##########
29. "HalfBath" 0.006438 ##########
30. "PavedDrive" 0.006438 ##########
31. "HouseStyle" 0.006438 ##########
32. "BsmtUnfSF" 0.004292 #########
33. "TotRmsAbvGrd" 0.004292 #########
34. "MasVnrType" 0.004292 #########
35. "MSZoning" 0.002146 #########
36. "RoofStyle" 0.002146 #########
37. "LotConfig" 0.002146 #########
38. "EnclosedPorch" 0.002146 #########
39. "Fence" 0.002146 #########
40. "BedroomAbvGr" 0.002146 #########
41. "OverallCond" 0.002146 #########
42. "Street" 0.000000 #########
43. "Alley" 0.000000 #########
44. "LandContour" 0.000000 #########
45. "Utilities" 0.000000 #########
46. "LandSlope" 0.000000 #########
47. "Condition2" 0.000000 #########
48. "BldgType" 0.000000 #########
49. "PoolArea" 0.000000 #########
50. "Condition1" 0.000000 #########
51. "RoofMatl" 0.000000 #########
52. "PoolQC" 0.000000 #########
53. "MiscFeature" 0.000000 #########
54. "CentralAir" 0.000000 #########
55. "BsmtHalfBath" 0.000000 #########
56. "Functional" 0.000000 #########
57. "MiscVal" 0.000000 #########
58. "ExterCond" 0.000000 #########
59. "GarageType" 0.000000 #########
60. "SaleCondition" 0.000000 #########
61. "BsmtFinSF2" 0.000000 #########
62. "LowQualFinSF" 0.000000 #########
63. "Heating" 0.000000 #########
64. "BsmtCond" 0.000000 #########
65. "KitchenAbvGr" 0.000000 #########
66. "3SsnPorch" 0.000000 #########
67. "ScreenPorch" 0.000000 #########
68. "YrSold" -0.000000 #########
69. "BsmtFinType2" -0.002146 #########
70. "GarageCond" -0.002146 #########
71. "Electrical" -0.002146 #########
72. "GarageQual" -0.004292 #########
73. "MoSold" -0.010730 #########
74. "Exterior2nd" -0.036481 #########
75. "OpenPorchSF" -0.038627 ########
76. "Exterior1st" -0.180258 #####
77. "YearBuilt" -0.193133 #####
78. "FireplaceQu" -0.199571 #####
79. "BsmtFinType1" -0.199571 #####
80. "Fireplaces" -0.422747
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "KitchenQual" 0.141631 ################
2. "BsmtUnfSF" 0.133047 ###############
3. "Exterior2nd" 0.128755 ##############
4. "GarageType" 0.077253 ##########
5. "LotArea" 0.027897 ######
6. "BsmtQual" 0.021459 #####
7. "FireplaceQu" 0.019313 #####
8. "GarageFinish" 0.010730 ####
9. "BsmtFullBath" 0.010730 ####
10. "HeatingQC" 0.010730 ####
11. "BsmtFinSF1" 0.008584 ####
12. "HouseStyle" 0.008584 ####
13. "Foundation" 0.008584 ####
14. "ExterCond" 0.008584 ####
15. "MasVnrArea" 0.008584 ####
16. "ExterQual" 0.006438 ####
17. "WoodDeckSF" 0.006438 ####
18. "MasVnrType" 0.002146 ####
19. "RoofStyle" 0.002146 ####
20. "GarageArea" 0.002146 ####
21. "EnclosedPorch" 0.002146 ####
22. "Condition2" 0.000000 ###
23. "BldgType" 0.000000 ###
24. "KitchenAbvGr" 0.000000 ###
25. "BsmtHalfBath" 0.000000 ###
26. "RoofMatl" 0.000000 ###
27. "LowQualFinSF" 0.000000 ###
28. "Alley" 0.000000 ###
29. "3SsnPorch" 0.000000 ###
30. "2ndFlrSF" 0.000000 ###
31. "MSZoning" 0.000000 ###
32. "BsmtFinType2" 0.000000 ###
33. "BsmtFinSF2" 0.000000 ###
34. "Street" 0.000000 ###
35. "CentralAir" 0.000000 ###
36. "Heating" 0.000000 ###
37. "LandContour" 0.000000 ###
38. "Utilities" 0.000000 ###
39. "GarageQual" 0.000000 ###
40. "GarageCond" 0.000000 ###
41. "LandSlope" 0.000000 ###
42. "TotRmsAbvGrd" 0.000000 ###
43. "ScreenPorch" 0.000000 ###
44. "PoolArea" 0.000000 ###
45. "PoolQC" 0.000000 ###
46. "MiscFeature" 0.000000 ###
47. "MiscVal" 0.000000 ###
48. "YrSold" 0.000000 ###
49. "SaleType" 0.000000 ###
50. "PavedDrive" -0.000000 ###
51. "Functional" -0.000000 ###
52. "Electrical" -0.000000 ###
53. "Condition1" -0.000000 ###
54. "BsmtCond" -0.000000 ###
55. "GarageYrBlt" -0.002146 ###
56. "BedroomAbvGr" -0.002146 ###
57. "SaleCondition" -0.002146 ###
58. "MSSubClass" -0.004292 ###
59. "GarageCars" -0.004292 ###
60. "1stFlrSF" -0.006438 ###
61. "OverallCond" -0.006438 ###
62. "Fireplaces" -0.006438 ###
63. "OverallQual" -0.008584 ###
64. "LotConfig" -0.012876 ##
65. "BsmtExposure" -0.012876 ##
66. "YearBuilt" -0.012876 ##
67. "HalfBath" -0.012876 ##
68. "Fence" -0.012876 ##
69. "Exterior1st" -0.012876 ##
70. "OpenPorchSF" -0.012876 ##
71. "BsmtFinType1" -0.015021 ##
72. "LotShape" -0.015021 ##
73. "Id" -0.017167 ##
74. "YearRemodAdd" -0.019313 ##
75. "LotFrontage" -0.030043 #
76. "MoSold" -0.030043 #
77. "FullBath" -0.034335 #
78. "TotalBsmtSF" -0.034335 #
79. "GrLivArea" -0.045064
80. "Neighborhood" -0.047210
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageArea" 0.246781 ################
2. "TotRmsAbvGrd" 0.238197 ###############
3. "OpenPorchSF" 0.227468 ###############
4. "GrLivArea" 0.087983 #########
5. "YearBuilt" 0.081545 ########
6. "Neighborhood" 0.057940 #######
7. "OverallQual" 0.053648 #######
8. "ExterQual" 0.053648 #######
9. "1stFlrSF" 0.047210 #######
10. "LotFrontage" 0.042918 #######
11. "FullBath" 0.042918 #######
12. "GarageType" 0.042918 #######
13. "TotalBsmtSF" 0.032189 ######
14. "LotShape" 0.021459 ######
15. "Exterior1st" 0.021459 ######
16. "MasVnrType" 0.021459 ######
17. "FireplaceQu" 0.017167 ######
18. "MasVnrArea" 0.017167 ######
19. "BsmtQual" 0.015021 ######
20. "KitchenQual" 0.012876 ######
21. "BsmtFullBath" 0.012876 ######
22. "HouseStyle" 0.010730 #####
23. "YearRemodAdd" 0.010730 #####
24. "BsmtUnfSF" 0.008584 #####
25. "HeatingQC" 0.008584 #####
26. "OverallCond" 0.006438 #####
27. "Fireplaces" 0.006438 #####
28. "BldgType" 0.006438 #####
29. "BsmtExposure" 0.004292 #####
30. "HalfBath" 0.004292 #####
31. "Exterior2nd" 0.004292 #####
32. "2ndFlrSF" 0.002146 #####
33. "MSZoning" 0.002146 #####
34. "BedroomAbvGr" 0.002146 #####
35. "Id" 0.002146 #####
36. "Utilities" 0.000000 #####
37. "ScreenPorch" 0.000000 #####
38. "Street" 0.000000 #####
39. "PoolArea" 0.000000 #####
40. "LandContour" 0.000000 #####
41. "LowQualFinSF" 0.000000 #####
42. "LandSlope" 0.000000 #####
43. "Condition1" 0.000000 #####
44. "Heating" 0.000000 #####
45. "CentralAir" 0.000000 #####
46. "PoolQC" 0.000000 #####
47. "BsmtFinSF2" 0.000000 #####
48. "BsmtFinType2" 0.000000 #####
49. "BsmtHalfBath" 0.000000 #####
50. "Fence" 0.000000 #####
51. "MiscVal" 0.000000 #####
52. "Electrical" 0.000000 #####
53. "KitchenAbvGr" 0.000000 #####
54. "BsmtCond" 0.000000 #####
55. "SaleType" 0.000000 #####
56. "Functional" 0.000000 #####
57. "ExterCond" 0.000000 #####
58. "RoofMatl" 0.000000 #####
59. "RoofStyle" 0.000000 #####
60. "3SsnPorch" 0.000000 #####
61. "GarageQual" 0.000000 #####
62. "GarageCond" 0.000000 #####
63. "PavedDrive" 0.000000 #####
64. "Condition2" 0.000000 #####
65. "EnclosedPorch" 0.000000 #####
66. "MiscFeature" 0.000000 #####
67. "SaleCondition" -0.002146 #####
68. "Alley" -0.004292 #####
69. "MSSubClass" -0.004292 #####
70. "GarageFinish" -0.008584 #####
71. "WoodDeckSF" -0.085837 #
72. "GarageYrBlt" -0.087983 #
73. "BsmtFinSF1" -0.090129 #
74. "Foundation" -0.090129 #
75. "BsmtFinType1" -0.105150 #
76. "LotConfig" -0.107296
77. "LotArea" -0.111588
78. "YrSold" -0.120172
79. "GarageCars" -0.124464
80. "MoSold" -0.128755
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.015086 ################
2. "Exterior2nd" 0.015086 ################
3. "LotArea" 0.012931 ###############
4. "MasVnrType" 0.010776 ###############
5. "OpenPorchSF" 0.006466 ###############
6. "GarageArea" 0.004310 ###############
7. "FireplaceQu" 0.004310 ###############
8. "BsmtQual" 0.004310 ###############
9. "1stFlrSF" 0.004310 ###############
10. "GarageType" 0.004310 ###############
11. "YrSold" 0.002155 ###############
12. "WoodDeckSF" 0.002155 ###############
13. "BsmtFinType1" 0.002155 ###############
14. "LotShape" 0.002155 ###############
15. "HalfBath" 0.002155 ###############
16. "BsmtFinSF1" 0.002155 ###############
17. "GarageCars" 0.002155 ###############
18. "GarageYrBlt" 0.002155 ###############
19. "HouseStyle" 0.002155 ###############
20. "MSSubClass" 0.000000 ###############
21. "MSZoning" 0.000000 ###############
22. "MoSold" 0.000000 ###############
23. "Street" 0.000000 ###############
24. "Alley" 0.000000 ###############
25. "LandContour" 0.000000 ###############
26. "Utilities" 0.000000 ###############
27. "LandSlope" 0.000000 ###############
28. "Neighborhood" 0.000000 ###############
29. "Condition1" 0.000000 ###############
30. "Condition2" 0.000000 ###############
31. "BldgType" 0.000000 ###############
32. "SaleType" 0.000000 ###############
33. "SaleCondition" 0.000000 ###############
34. "RoofMatl" 0.000000 ###############
35. "MasVnrArea" 0.000000 ###############
36. "ExterCond" 0.000000 ###############
37. "BsmtCond" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "LotConfig" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "2ndFlrSF" 0.000000 ###############
45. "LowQualFinSF" 0.000000 ###############
46. "GrLivArea" 0.000000 ###############
47. "BsmtHalfBath" 0.000000 ###############
48. "FullBath" 0.000000 ###############
49. "HeatingQC" 0.000000 ###############
50. "BedroomAbvGr" 0.000000 ###############
51. "KitchenAbvGr" 0.000000 ###############
52. "KitchenQual" 0.000000 ###############
53. "TotRmsAbvGrd" 0.000000 ###############
54. "Functional" 0.000000 ###############
55. "Fireplaces" 0.000000 ###############
56. "GarageQual" 0.000000 ###############
57. "GarageCond" 0.000000 ###############
58. "PavedDrive" 0.000000 ###############
59. "EnclosedPorch" 0.000000 ###############
60. "3SsnPorch" 0.000000 ###############
61. "ScreenPorch" 0.000000 ###############
62. "PoolArea" 0.000000 ###############
63. "PoolQC" 0.000000 ###############
64. "Fence" 0.000000 ###############
65. "MiscFeature" 0.000000 ###############
66. "MiscVal" 0.000000 ###############
67. "LotFrontage" -0.002155 ##############
68. "OverallQual" -0.002155 ##############
69. "OverallCond" -0.002155 ##############
70. "ExterQual" -0.002155 ##############
71. "Exterior1st" -0.002155 ##############
72. "BsmtFullBath" -0.002155 ##############
73. "TotalBsmtSF" -0.002155 ##############
74. "BsmtUnfSF" -0.002155 ##############
75. "RoofStyle" -0.002155 ##############
76. "YearRemodAdd" -0.002155 ##############
77. "BsmtExposure" -0.002155 ##############
78. "Foundation" -0.004310 ##############
79. "GarageFinish" -0.004310 ##############
80. "YearBuilt" -0.255388
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtQual" 0.036638 ################
2. "ExterQual" 0.025862 ###############
3. "GarageArea" 0.019397 ##############
4. "LotFrontage" 0.017241 ##############
5. "BsmtFinSF1" 0.017241 ##############
6. "GarageYrBlt" 0.015086 ##############
7. "Neighborhood" 0.012931 ##############
8. "1stFlrSF" 0.012931 ##############
9. "GarageType" 0.012931 ##############
10. "BsmtFinType1" 0.010776 ##############
11. "OpenPorchSF" 0.010776 ##############
12. "Exterior1st" 0.008621 ##############
13. "OverallQual" 0.008621 ##############
14. "LotArea" 0.006466 ##############
15. "Exterior2nd" 0.006466 ##############
16. "KitchenQual" 0.006466 ##############
17. "GrLivArea" 0.006466 ##############
18. "2ndFlrSF" 0.006466 ##############
19. "WoodDeckSF" 0.006466 ##############
20. "YearRemodAdd" 0.004310 #############
21. "TotRmsAbvGrd" 0.004310 #############
22. "YearBuilt" 0.004310 #############
23. "MoSold" 0.004310 #############
24. "YrSold" 0.004310 #############
25. "HouseStyle" 0.002155 #############
26. "GarageFinish" 0.002155 #############
27. "LandContour" 0.000000 #############
28. "Utilities" 0.000000 #############
29. "HalfBath" 0.000000 #############
30. "LandSlope" 0.000000 #############
31. "Condition1" 0.000000 #############
32. "Condition2" 0.000000 #############
33. "BldgType" 0.000000 #############
34. "RoofMatl" 0.000000 #############
35. "ExterCond" 0.000000 #############
36. "BsmtCond" 0.000000 #############
37. "BsmtFinType2" 0.000000 #############
38. "BsmtFinSF2" 0.000000 #############
39. "TotalBsmtSF" 0.000000 #############
40. "Heating" 0.000000 #############
41. "3SsnPorch" 0.000000 #############
42. "CentralAir" 0.000000 #############
43. "Electrical" 0.000000 #############
44. "LowQualFinSF" 0.000000 #############
45. "BsmtFullBath" 0.000000 #############
46. "BsmtHalfBath" 0.000000 #############
47. "BedroomAbvGr" 0.000000 #############
48. "KitchenAbvGr" 0.000000 #############
49. "Functional" 0.000000 #############
50. "GarageCars" 0.000000 #############
51. "GarageQual" 0.000000 #############
52. "GarageCond" 0.000000 #############
53. "PavedDrive" 0.000000 #############
54. "MSSubClass" 0.000000 #############
55. "Street" 0.000000 #############
56. "EnclosedPorch" 0.000000 #############
57. "ScreenPorch" 0.000000 #############
58. "PoolArea" 0.000000 #############
59. "PoolQC" 0.000000 #############
60. "Fence" 0.000000 #############
61. "MiscFeature" 0.000000 #############
62. "MiscVal" 0.000000 #############
63. "Alley" 0.000000 #############
64. "LotShape" 0.000000 #############
65. "SaleType" 0.000000 #############
66. "SaleCondition" 0.000000 #############
67. "MasVnrType" -0.002155 #############
68. "BsmtUnfSF" -0.002155 #############
69. "Id" -0.002155 #############
70. "FireplaceQu" -0.002155 #############
71. "MSZoning" -0.002155 #############
72. "HeatingQC" -0.002155 #############
73. "Foundation" -0.002155 #############
74. "MasVnrArea" -0.004310 #############
75. "FullBath" -0.006466 #############
76. "OverallCond" -0.146552 ####
77. "BsmtExposure" -0.172414 ##
78. "LotConfig" -0.173491 ##
79. "Fireplaces" -0.200431
80. "RoofStyle" -0.211207
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YearBuilt" 0.021459 ################
2. "BsmtQual" 0.019313 ###############
3. "1stFlrSF" 0.017167 ###############
4. "KitchenQual" 0.017167 ###############
5. "Neighborhood" 0.015021 ###############
6. "OverallQual" 0.015021 ###############
7. "GrLivArea" 0.015021 ###############
8. "LotFrontage" 0.012876 ###############
9. "ExterQual" 0.010730 ###############
10. "GarageFinish" 0.006438 ###############
11. "LotArea" 0.006438 ###############
12. "TotRmsAbvGrd" 0.006438 ###############
13. "Foundation" 0.006438 ###############
14. "MasVnrType" 0.004292 ###############
15. "MasVnrArea" 0.004292 ###############
16. "MSSubClass" 0.002146 ##############
17. "GarageYrBlt" 0.002146 ##############
18. "2ndFlrSF" 0.002146 ##############
19. "Fireplaces" 0.002146 ##############
20. "BsmtFinType2" 0.002146 ##############
21. "MiscVal" 0.000000 ##############
22. "MSZoning" 0.000000 ##############
23. "Street" 0.000000 ##############
24. "Alley" 0.000000 ##############
25. "SaleType" 0.000000 ##############
26. "LandContour" 0.000000 ##############
27. "Utilities" 0.000000 ##############
28. "HalfBath" 0.000000 ##############
29. "LandSlope" 0.000000 ##############
30. "Condition1" 0.000000 ##############
31. "Condition2" 0.000000 ##############
32. "BldgType" 0.000000 ##############
33. "HouseStyle" 0.000000 ##############
34. "SaleCondition" 0.000000 ##############
35. "RoofMatl" 0.000000 ##############
36. "ExterCond" 0.000000 ##############
37. "BsmtCond" 0.000000 ##############
38. "BsmtFinSF2" 0.000000 ##############
39. "TotalBsmtSF" 0.000000 ##############
40. "Heating" 0.000000 ##############
41. "3SsnPorch" 0.000000 ##############
42. "CentralAir" 0.000000 ##############
43. "Electrical" 0.000000 ##############
44. "LowQualFinSF" 0.000000 ##############
45. "BsmtHalfBath" 0.000000 ##############
46. "BedroomAbvGr" 0.000000 ##############
47. "KitchenAbvGr" 0.000000 ##############
48. "Functional" 0.000000 ##############
49. "FireplaceQu" 0.000000 ##############
50. "GarageQual" 0.000000 ##############
51. "GarageCond" 0.000000 ##############
52. "PavedDrive" 0.000000 ##############
53. "WoodDeckSF" 0.000000 ##############
54. "EnclosedPorch" 0.000000 ##############
55. "ScreenPorch" 0.000000 ##############
56. "PoolArea" 0.000000 ##############
57. "PoolQC" 0.000000 ##############
58. "MiscFeature" 0.000000 ##############
59. "LotShape" -0.002146 ##############
60. "OverallCond" -0.002146 ##############
61. "HeatingQC" -0.002146 ##############
62. "BsmtExposure" -0.002146 ##############
63. "GarageType" -0.002146 ##############
64. "MoSold" -0.002146 ##############
65. "RoofStyle" -0.002146 ##############
66. "Id" -0.004292 ##############
67. "GarageCars" -0.004292 ##############
68. "BsmtFullBath" -0.004292 ##############
69. "BsmtFinSF1" -0.004292 ##############
70. "YrSold" -0.004292 ##############
71. "FullBath" -0.006438 ##############
72. "Exterior2nd" -0.006438 ##############
73. "BsmtFinType1" -0.008584 ##############
74. "GarageArea" -0.010730 ##############
75. "BsmtUnfSF" -0.010730 ##############
76. "LotConfig" -0.010730 ##############
77. "OpenPorchSF" -0.012876 ##############
78. "YearRemodAdd" -0.012876 ##############
79. "Exterior1st" -0.251073
80. "Fence" -0.257511
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageArea" 0.019313 ################
2. "FullBath" 0.015021 ###############
3. "Exterior2nd" 0.012876 ###############
4. "FireplaceQu" 0.012876 ###############
5. "TotalBsmtSF" 0.010730 ###############
6. "Exterior1st" 0.008584 ###############
7. "ExterQual" 0.008584 ###############
8. "BsmtFinType1" 0.008584 ###############
9. "BsmtFinSF1" 0.008584 ###############
10. "1stFlrSF" 0.008584 ###############
11. "HouseStyle" 0.006438 ###############
12. "BsmtFullBath" 0.006438 ###############
13. "KitchenQual" 0.004292 ###############
14. "BsmtUnfSF" 0.004292 ###############
15. "Foundation" 0.004292 ###############
16. "GarageFinish" 0.004292 ###############
17. "GarageCars" 0.004292 ###############
18. "WoodDeckSF" 0.004292 ###############
19. "Id" 0.002146 ###############
20. "RoofStyle" 0.002146 ###############
21. "LotArea" 0.002146 ###############
22. "LotShape" 0.002146 ###############
23. "Electrical" 0.002146 ###############
24. "LotConfig" 0.002146 ###############
25. "OverallCond" 0.002146 ###############
26. "2ndFlrSF" 0.002146 ###############
27. "Fireplaces" 0.002146 ###############
28. "MoSold" 0.002146 ###############
29. "YrSold" 0.002146 ###############
30. "Condition2" 0.000000 ###############
31. "BldgType" 0.000000 ###############
32. "RoofMatl" 0.000000 ###############
33. "MasVnrType" 0.000000 ###############
34. "ExterCond" 0.000000 ###############
35. "BsmtQual" 0.000000 ###############
36. "BsmtCond" 0.000000 ###############
37. "BsmtExposure" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "3SsnPorch" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "LowQualFinSF" 0.000000 ###############
44. "BsmtHalfBath" 0.000000 ###############
45. "KitchenAbvGr" 0.000000 ###############
46. "TotRmsAbvGrd" 0.000000 ###############
47. "Functional" 0.000000 ###############
48. "MSZoning" 0.000000 ###############
49. "LotFrontage" 0.000000 ###############
50. "GarageYrBlt" 0.000000 ###############
51. "Street" 0.000000 ###############
52. "Alley" 0.000000 ###############
53. "LandContour" 0.000000 ###############
54. "GarageQual" 0.000000 ###############
55. "GarageCond" 0.000000 ###############
56. "PavedDrive" 0.000000 ###############
57. "Utilities" 0.000000 ###############
58. "EnclosedPorch" 0.000000 ###############
59. "ScreenPorch" 0.000000 ###############
60. "PoolArea" 0.000000 ###############
61. "PoolQC" 0.000000 ###############
62. "Fence" 0.000000 ###############
63. "MiscFeature" 0.000000 ###############
64. "MiscVal" 0.000000 ###############
65. "LandSlope" 0.000000 ###############
66. "Condition1" 0.000000 ###############
67. "SaleType" 0.000000 ###############
68. "SaleCondition" 0.000000 ###############
69. "YearRemodAdd" -0.002146 ###############
70. "HeatingQC" -0.002146 ###############
71. "BedroomAbvGr" -0.002146 ###############
72. "MSSubClass" -0.002146 ###############
73. "GarageType" -0.004292 ##############
74. "HalfBath" -0.004292 ##############
75. "OverallQual" -0.004292 ##############
76. "OpenPorchSF" -0.004292 ##############
77. "MasVnrArea" -0.006438 ##############
78. "GrLivArea" -0.118026 #########
79. "YearBuilt" -0.193133 ######
80. "Neighborhood" -0.341202
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageYrBlt" 0.491416 ################
2. "1stFlrSF" 0.096567 #####
3. "Neighborhood" 0.096567 #####
4. "GarageFinish" 0.083691 #####
5. "Exterior1st" 0.064378 ####
6. "GrLivArea" 0.062232 ####
7. "OpenPorchSF" 0.049356 ####
8. "YearBuilt" 0.036481 ####
9. "Fireplaces" 0.027897 ####
10. "BsmtUnfSF" 0.025751 ###
11. "OverallQual" 0.023605 ###
12. "MasVnrArea" 0.021459 ###
13. "ExterQual" 0.021459 ###
14. "LotArea" 0.019313 ###
15. "FullBath" 0.019313 ###
16. "LotConfig" 0.015021 ###
17. "YearRemodAdd" 0.015021 ###
18. "BsmtQual" 0.015021 ###
19. "FireplaceQu" 0.015021 ###
20. "YrSold" 0.015021 ###
21. "GarageType" 0.010730 ###
22. "BsmtFinType1" 0.010730 ###
23. "Id" 0.010730 ###
24. "BsmtFullBath" 0.008584 ###
25. "TotalBsmtSF" 0.008584 ###
26. "TotRmsAbvGrd" 0.006438 ###
27. "HalfBath" 0.006438 ###
28. "HouseStyle" 0.006438 ###
29. "Foundation" 0.006438 ###
30. "BsmtExposure" 0.004292 ###
31. "RoofStyle" 0.004292 ###
32. "EnclosedPorch" 0.002146 ###
33. "WoodDeckSF" 0.002146 ###
34. "GarageQual" 0.002146 ###
35. "MSZoning" 0.002146 ###
36. "SaleType" 0.002146 ###
37. "Fence" 0.000000 ###
38. "LotShape" 0.000000 ###
39. "HeatingQC" 0.000000 ###
40. "Alley" 0.000000 ###
41. "LandContour" 0.000000 ###
42. "Utilities" 0.000000 ###
43. "LandSlope" 0.000000 ###
44. "Condition1" 0.000000 ###
45. "Condition2" 0.000000 ###
46. "OverallCond" 0.000000 ###
47. "Electrical" 0.000000 ###
48. "Heating" 0.000000 ###
49. "LowQualFinSF" 0.000000 ###
50. "BsmtFinSF2" 0.000000 ###
51. "BsmtFinType2" 0.000000 ###
52. "BsmtHalfBath" 0.000000 ###
53. "KitchenAbvGr" 0.000000 ###
54. "ExterCond" 0.000000 ###
55. "CentralAir" 0.000000 ###
56. "Functional" 0.000000 ###
57. "BsmtCond" 0.000000 ###
58. "GarageCars" 0.000000 ###
59. "GarageCond" 0.000000 ###
60. "3SsnPorch" 0.000000 ###
61. "ScreenPorch" 0.000000 ###
62. "PoolArea" 0.000000 ###
63. "PoolQC" 0.000000 ###
64. "MiscFeature" 0.000000 ###
65. "MiscVal" 0.000000 ###
66. "RoofMatl" 0.000000 ###
67. "Street" 0.000000 ###
68. "BldgType" -0.002146 ###
69. "SaleCondition" -0.002146 ###
70. "PavedDrive" -0.002146 ###
71. "BedroomAbvGr" -0.002146 ###
72. "MSSubClass" -0.010730 ###
73. "MasVnrType" -0.012876 ##
74. "KitchenQual" -0.025751 ##
75. "Exterior2nd" -0.036481 ##
76. "BsmtFinSF1" -0.038627 ##
77. "LotFrontage" -0.040773 ##
78. "MoSold" -0.051502 #
79. "2ndFlrSF" -0.066524 #
80. "GarageArea" -0.126609
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "MSSubClass" 0.130901 ################
2. "BsmtQual" 0.100858 #############
3. "TotRmsAbvGrd" 0.094421 ############
4. "OverallQual" 0.057940 #########
5. "YearRemodAdd" 0.049356 ########
6. "1stFlrSF" 0.045064 #######
7. "Neighborhood" 0.027897 ######
8. "GarageCars" 0.010730 ####
9. "YrSold" 0.010730 ####
10. "OverallCond" 0.008584 ####
11. "KitchenQual" 0.008584 ####
12. "FullBath" 0.008584 ####
13. "GrLivArea" 0.008584 ####
14. "GarageFinish" 0.008584 ####
15. "BsmtFinType2" 0.006438 ####
16. "HouseStyle" 0.006438 ####
17. "GarageArea" 0.006438 ####
18. "LotArea" 0.006438 ####
19. "FireplaceQu" 0.006438 ####
20. "MSZoning" 0.006438 ####
21. "BedroomAbvGr" 0.004292 ####
22. "OpenPorchSF" 0.004292 ####
23. "BsmtFinType1" 0.004292 ####
24. "WoodDeckSF" 0.004292 ####
25. "LandContour" 0.002146 ###
26. "Foundation" 0.002146 ###
27. "MasVnrType" 0.002146 ###
28. "2ndFlrSF" 0.002146 ###
29. "LotShape" 0.002146 ###
30. "RoofMatl" 0.000000 ###
31. "Functional" 0.000000 ###
32. "BsmtCond" 0.000000 ###
33. "Street" 0.000000 ###
34. "Alley" 0.000000 ###
35. "Utilities" 0.000000 ###
36. "SaleCondition" 0.000000 ###
37. "BsmtFinSF2" 0.000000 ###
38. "Electrical" 0.000000 ###
39. "CentralAir" 0.000000 ###
40. "Heating" 0.000000 ###
41. "LandSlope" 0.000000 ###
42. "3SsnPorch" 0.000000 ###
43. "Condition2" 0.000000 ###
44. "BldgType" 0.000000 ###
45. "KitchenAbvGr" 0.000000 ###
46. "GarageQual" 0.000000 ###
47. "GarageCond" 0.000000 ###
48. "PavedDrive" 0.000000 ###
49. "BsmtHalfBath" 0.000000 ###
50. "LowQualFinSF" 0.000000 ###
51. "ScreenPorch" 0.000000 ###
52. "PoolArea" 0.000000 ###
53. "PoolQC" 0.000000 ###
54. "Fence" 0.000000 ###
55. "MiscFeature" 0.000000 ###
56. "MiscVal" 0.000000 ###
57. "ExterCond" 0.000000 ###
58. "SaleType" 0.000000 ###
59. "LotConfig" -0.000000 ###
60. "HalfBath" -0.000000 ###
61. "Condition1" -0.000000 ###
62. "BsmtExposure" -0.000000 ###
63. "RoofStyle" -0.002146 ###
64. "BsmtUnfSF" -0.004292 ###
65. "EnclosedPorch" -0.004292 ###
66. "TotalBsmtSF" -0.006438 ###
67. "ExterQual" -0.008584 ##
68. "Exterior2nd" -0.008584 ##
69. "Fireplaces" -0.008584 ##
70. "GarageType" -0.010730 ##
71. "GarageYrBlt" -0.012876 ##
72. "Exterior1st" -0.015021 ##
73. "BsmtFinSF1" -0.021459 #
74. "Id" -0.023605 #
75. "LotFrontage" -0.025751 #
76. "BsmtFullBath" -0.030043
77. "HeatingQC" -0.030043
78. "MoSold" -0.036481
79. "YearBuilt" -0.038627
80. "MasVnrArea" -0.038627
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotArea" 0.202586 ################
2. "BsmtUnfSF" 0.187500 ###############
3. "HeatingQC" 0.185345 ###############
4. "GrLivArea" 0.115302 ############
5. "2ndFlrSF" 0.062500 ##########
6. "TotalBsmtSF" 0.060345 ##########
7. "Neighborhood" 0.058190 ##########
8. "YrSold" 0.051724 ##########
9. "KitchenQual" 0.049569 ##########
10. "BsmtQual" 0.034483 #########
11. "ExterQual" 0.031250 #########
12. "MasVnrType" 0.029095 #########
13. "GarageFinish" 0.026940 #########
14. "1stFlrSF" 0.022629 #########
15. "BsmtExposure" 0.015086 ########
16. "FullBath" 0.015086 ########
17. "Fireplaces" 0.015086 ########
18. "Id" 0.014009 ########
19. "Foundation" 0.014009 ########
20. "FireplaceQu" 0.008621 ########
21. "Exterior1st" 0.008621 ########
22. "OverallQual" 0.008621 ########
23. "TotRmsAbvGrd" 0.006466 ########
24. "BedroomAbvGr" 0.005388 ########
25. "OverallCond" 0.003233 ########
26. "GarageQual" 0.003233 ########
27. "GarageCars" 0.003233 ########
28. "Exterior2nd" 0.002155 ########
29. "BldgType" 0.002155 ########
30. "Alley" 0.002155 ########
31. "YearRemodAdd" 0.001078 ########
32. "Fence" 0.001078 ########
33. "BsmtFullBath" 0.001078 ########
34. "MSZoning" 0.000000 ########
35. "HalfBath" 0.000000 ########
36. "Utilities" 0.000000 ########
37. "GarageCond" 0.000000 ########
38. "Street" 0.000000 ########
39. "LandContour" 0.000000 ########
40. "Heating" 0.000000 ########
41. "LandSlope" 0.000000 ########
42. "Condition2" 0.000000 ########
43. "CentralAir" 0.000000 ########
44. "Electrical" 0.000000 ########
45. "3SsnPorch" 0.000000 ########
46. "BsmtFinSF2" 0.000000 ########
47. "LowQualFinSF" 0.000000 ########
48. "BsmtFinType2" 0.000000 ########
49. "BsmtHalfBath" 0.000000 ########
50. "Functional" 0.000000 ########
51. "RoofMatl" 0.000000 ########
52. "KitchenAbvGr" 0.000000 ########
53. "BsmtCond" 0.000000 ########
54. "ExterCond" 0.000000 ########
55. "PavedDrive" 0.000000 ########
56. "ScreenPorch" 0.000000 ########
57. "PoolArea" 0.000000 ########
58. "PoolQC" 0.000000 ########
59. "MiscFeature" 0.000000 ########
60. "MiscVal" 0.000000 ########
61. "SaleType" 0.000000 ########
62. "EnclosedPorch" -0.001078 ########
63. "Condition1" -0.001078 ########
64. "RoofStyle" -0.001078 ########
65. "SaleCondition" -0.001078 ########
66. "MoSold" -0.002155 ########
67. "LotConfig" -0.002155 ########
68. "MasVnrArea" -0.005388 ########
69. "OpenPorchSF" -0.007543 ########
70. "YearBuilt" -0.014009 #######
71. "GarageArea" -0.017241 #######
72. "HouseStyle" -0.023707 #######
73. "MSSubClass" -0.031250 #######
74. "LotFrontage" -0.034483 ######
75. "WoodDeckSF" -0.108836 ####
76. "GarageType" -0.115302 ###
77. "LotShape" -0.149784 ##
78. "GarageYrBlt" -0.163793 ##
79. "BsmtFinType1" -0.175647 #
80. "BsmtFinSF1" -0.217672
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GrLivArea" 0.019313 ################
2. "TotalBsmtSF" 0.019313 ################
3. "OverallQual" 0.006438 ########
4. "Neighborhood" 0.004292 #######
5. "LotFrontage" 0.004292 #######
6. "LotArea" 0.004292 #######
7. "Exterior1st" 0.004292 #######
8. "BsmtFinSF2" 0.002146 ######
9. "WoodDeckSF" 0.002146 ######
10. "FullBath" 0.002146 ######
11. "OverallCond" 0.002146 ######
12. "Id" 0.000000 ####
13. "PoolQC" 0.000000 ####
14. "MSZoning" 0.000000 ####
15. "Street" 0.000000 ####
16. "Alley" 0.000000 ####
17. "LotShape" 0.000000 ####
18. "LandContour" 0.000000 ####
19. "Utilities" 0.000000 ####
20. "LotConfig" 0.000000 ####
21. "LandSlope" 0.000000 ####
22. "Condition1" 0.000000 ####
23. "Condition2" 0.000000 ####
24. "BldgType" 0.000000 ####
25. "Fence" 0.000000 ####
26. "YearBuilt" 0.000000 ####
27. "MiscFeature" 0.000000 ####
28. "MiscVal" 0.000000 ####
29. "RoofMatl" 0.000000 ####
30. "Exterior2nd" 0.000000 ####
31. "MasVnrType" 0.000000 ####
32. "SaleType" 0.000000 ####
33. "ExterQual" 0.000000 ####
34. "ExterCond" 0.000000 ####
35. "Foundation" 0.000000 ####
36. "BsmtQual" 0.000000 ####
37. "BsmtCond" 0.000000 ####
38. "BsmtFinType2" 0.000000 ####
39. "BsmtUnfSF" 0.000000 ####
40. "Heating" 0.000000 ####
41. "HeatingQC" 0.000000 ####
42. "CentralAir" 0.000000 ####
43. "Electrical" 0.000000 ####
44. "LowQualFinSF" 0.000000 ####
45. "BsmtFullBath" 0.000000 ####
46. "BsmtHalfBath" 0.000000 ####
47. "HalfBath" 0.000000 ####
48. "BedroomAbvGr" 0.000000 ####
49. "KitchenAbvGr" 0.000000 ####
50. "Functional" 0.000000 ####
51. "GarageType" 0.000000 ####
52. "3SsnPorch" 0.000000 ####
53. "GarageCars" 0.000000 ####
54. "GarageArea" 0.000000 ####
55. "GarageQual" 0.000000 ####
56. "GarageCond" 0.000000 ####
57. "PavedDrive" 0.000000 ####
58. "OpenPorchSF" 0.000000 ####
59. "EnclosedPorch" 0.000000 ####
60. "SaleCondition" 0.000000 ####
61. "ScreenPorch" 0.000000 ####
62. "PoolArea" 0.000000 ####
63. "MSSubClass" -0.002146 ###
64. "YearRemodAdd" -0.002146 ###
65. "RoofStyle" -0.002146 ###
66. "MasVnrArea" -0.002146 ###
67. "BsmtFinSF1" -0.002146 ###
68. "GarageFinish" -0.002146 ###
69. "TotRmsAbvGrd" -0.002146 ###
70. "BsmtFinType1" -0.002146 ###
71. "Fireplaces" -0.002146 ###
72. "MoSold" -0.002146 ###
73. "BsmtExposure" -0.002146 ###
74. "FireplaceQu" -0.004292 ##
75. "2ndFlrSF" -0.004292 ##
76. "1stFlrSF" -0.004292 ##
77. "YrSold" -0.004292 ##
78. "KitchenQual" -0.006438 #
79. "GarageYrBlt" -0.006438 #
80. "HouseStyle" -0.008584
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtUnfSF" 0.065733 ################
2. "GarageArea" 0.049569 ###############
3. "MoSold" 0.042026 ##############
4. "FullBath" 0.022629 #############
5. "KitchenQual" 0.015086 #############
6. "YearBuilt" 0.011853 #############
7. "1stFlrSF" 0.008621 #############
8. "OpenPorchSF" 0.008621 #############
9. "Foundation" 0.007543 #############
10. "SaleCondition" 0.007543 #############
11. "BsmtQual" 0.007543 #############
12. "HeatingQC" 0.005388 #############
13. "Id" 0.005388 #############
14. "GrLivArea" 0.005388 #############
15. "TotalBsmtSF" 0.005388 #############
16. "LotArea" 0.004310 #############
17. "Fireplaces" 0.004310 #############
18. "BsmtFullBath" 0.004310 #############
19. "RoofStyle" 0.003233 #############
20. "Exterior1st" 0.003233 #############
21. "Fence" 0.002155 #############
22. "GarageType" 0.002155 #############
23. "FireplaceQu" 0.002155 #############
24. "YrSold" 0.002155 #############
25. "YearRemodAdd" 0.002155 #############
26. "LotFrontage" 0.002155 #############
27. "TotRmsAbvGrd" 0.002155 #############
28. "MasVnrArea" 0.001078 ############
29. "Utilities" 0.000000 ############
30. "MSZoning" 0.000000 ############
31. "Street" 0.000000 ############
32. "Alley" 0.000000 ############
33. "LandContour" 0.000000 ############
34. "ExterQual" 0.000000 ############
35. "LandSlope" 0.000000 ############
36. "ExterCond" 0.000000 ############
37. "BsmtFinSF1" 0.000000 ############
38. "Condition2" 0.000000 ############
39. "BldgType" 0.000000 ############
40. "BsmtCond" 0.000000 ############
41. "CentralAir" 0.000000 ############
42. "BsmtExposure" 0.000000 ############
43. "KitchenAbvGr" 0.000000 ############
44. "Heating" 0.000000 ############
45. "Functional" 0.000000 ############
46. "LowQualFinSF" 0.000000 ############
47. "BsmtFinSF2" 0.000000 ############
48. "BsmtFinType2" 0.000000 ############
49. "BsmtHalfBath" 0.000000 ############
50. "GarageQual" 0.000000 ############
51. "PavedDrive" 0.000000 ############
52. "EnclosedPorch" 0.000000 ############
53. "3SsnPorch" 0.000000 ############
54. "ScreenPorch" 0.000000 ############
55. "PoolArea" 0.000000 ############
56. "PoolQC" 0.000000 ############
57. "MiscFeature" 0.000000 ############
58. "MiscVal" 0.000000 ############
59. "RoofMatl" 0.000000 ############
60. "SaleType" 0.000000 ############
61. "LotConfig" -0.000000 ############
62. "BedroomAbvGr" -0.000000 ############
63. "HouseStyle" -0.000000 ############
64. "GarageCars" -0.000000 ############
65. "Condition1" -0.000000 ############
66. "GarageCond" -0.000000 ############
67. "OverallQual" -0.000000 ############
68. "WoodDeckSF" -0.000000 ############
69. "Electrical" -0.000000 ############
70. "MasVnrType" -0.000000 ############
71. "LotShape" -0.000000 ############
72. "OverallCond" -0.000000 ############
73. "MSSubClass" -0.000000 ############
74. "HalfBath" -0.001078 ############
75. "2ndFlrSF" -0.001078 ############
76. "Neighborhood" -0.002155 ############
77. "BsmtFinType1" -0.007543 ############
78. "GarageYrBlt" -0.202586 ###
79. "Exterior2nd" -0.250000 #
80. "GarageFinish" -0.274784
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "TotalBsmtSF" 0.021459 ################
2. "OverallQual" 0.019313 ###############
3. "YearBuilt" 0.015021 ###############
4. "GrLivArea" 0.012876 ###############
5. "LotArea" 0.010730 ###############
6. "Neighborhood" 0.010730 ###############
7. "FireplaceQu" 0.008584 ###############
8. "GarageArea" 0.008584 ###############
9. "BsmtUnfSF" 0.006438 ###############
10. "WoodDeckSF" 0.006438 ###############
11. "GarageType" 0.004292 ###############
12. "MasVnrType" 0.004292 ###############
13. "BsmtFinSF1" 0.004292 ###############
14. "HalfBath" 0.004292 ###############
15. "Id" 0.002146 ###############
16. "MSSubClass" 0.002146 ###############
17. "KitchenQual" 0.002146 ###############
18. "BsmtFullBath" 0.002146 ###############
19. "YearRemodAdd" 0.002146 ###############
20. "1stFlrSF" 0.002146 ###############
21. "HouseStyle" 0.002146 ###############
22. "GarageYrBlt" 0.002146 ###############
23. "Street" 0.000000 ###############
24. "Alley" 0.000000 ###############
25. "LotShape" 0.000000 ###############
26. "LandContour" 0.000000 ###############
27. "Utilities" 0.000000 ###############
28. "LandSlope" 0.000000 ###############
29. "Condition1" 0.000000 ###############
30. "Condition2" 0.000000 ###############
31. "BldgType" 0.000000 ###############
32. "RoofStyle" 0.000000 ###############
33. "RoofMatl" 0.000000 ###############
34. "ExterQual" 0.000000 ###############
35. "ExterCond" 0.000000 ###############
36. "Foundation" 0.000000 ###############
37. "BsmtCond" 0.000000 ###############
38. "BsmtExposure" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "3SsnPorch" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "2ndFlrSF" 0.000000 ###############
45. "LowQualFinSF" 0.000000 ###############
46. "BsmtHalfBath" 0.000000 ###############
47. "FullBath" 0.000000 ###############
48. "BedroomAbvGr" 0.000000 ###############
49. "KitchenAbvGr" 0.000000 ###############
50. "Functional" 0.000000 ###############
51. "Fireplaces" 0.000000 ###############
52. "MSZoning" 0.000000 ###############
53. "GarageQual" 0.000000 ###############
54. "GarageCond" 0.000000 ###############
55. "PavedDrive" 0.000000 ###############
56. "LotFrontage" 0.000000 ###############
57. "EnclosedPorch" 0.000000 ###############
58. "ScreenPorch" 0.000000 ###############
59. "PoolArea" 0.000000 ###############
60. "PoolQC" 0.000000 ###############
61. "Fence" 0.000000 ###############
62. "MiscFeature" 0.000000 ###############
63. "MiscVal" 0.000000 ###############
64. "SaleType" 0.000000 ###############
65. "SaleCondition" 0.000000 ###############
66. "TotRmsAbvGrd" -0.002146 ###############
67. "GarageCars" -0.002146 ###############
68. "MasVnrArea" -0.002146 ###############
69. "BsmtFinType2" -0.002146 ###############
70. "HeatingQC" -0.004292 ###############
71. "BsmtQual" -0.004292 ###############
72. "Exterior1st" -0.004292 ###############
73. "OverallCond" -0.004292 ###############
74. "Exterior2nd" -0.004292 ###############
75. "MoSold" -0.006438 ###############
76. "YrSold" -0.006438 ###############
77. "LotConfig" -0.008584 ###############
78. "BsmtFinType1" -0.012876 ##############
79. "OpenPorchSF" -0.019313 ##############
80. "GarageFinish" -0.482833
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Exterior1st" 0.497854 ################
2. "ExterQual" 0.253219 ##########
3. "BsmtFinType1" 0.188841 ########
4. "LotArea" 0.175966 ########
5. "GarageCars" 0.175966 ########
6. "GarageType" 0.130901 #######
7. "OverallQual" 0.085837 #####
8. "YearBuilt" 0.047210 #####
9. "BsmtQual" 0.045064 #####
10. "FireplaceQu" 0.034335 ####
11. "GarageYrBlt" 0.025751 ####
12. "GrLivArea" 0.017167 ####
13. "BsmtExposure" 0.015021 ####
14. "Foundation" 0.015021 ####
15. "HouseStyle" 0.015021 ####
16. "KitchenQual" 0.012876 ####
17. "TotRmsAbvGrd" 0.010730 ####
18. "Fireplaces" 0.010730 ####
19. "BsmtFullBath" 0.008584 ####
20. "MoSold" 0.006438 ####
21. "Id" 0.006438 ####
22. "2ndFlrSF" 0.006438 ####
23. "GarageArea" 0.006438 ####
24. "MasVnrArea" 0.006438 ####
25. "BsmtUnfSF" 0.004292 ####
26. "Fence" 0.004292 ####
27. "LotShape" 0.004292 ####
28. "SaleCondition" 0.002146 ###
29. "Electrical" 0.002146 ###
30. "BldgType" 0.002146 ###
31. "MasVnrType" 0.002146 ###
32. "CentralAir" 0.002146 ###
33. "RoofStyle" 0.000000 ###
34. "PavedDrive" 0.000000 ###
35. "KitchenAbvGr" 0.000000 ###
36. "RoofMatl" 0.000000 ###
37. "ExterCond" 0.000000 ###
38. "BsmtFinType2" 0.000000 ###
39. "BsmtFinSF2" 0.000000 ###
40. "BsmtCond" 0.000000 ###
41. "Heating" 0.000000 ###
42. "LowQualFinSF" 0.000000 ###
43. "Condition2" 0.000000 ###
44. "Functional" 0.000000 ###
45. "Condition1" 0.000000 ###
46. "Neighborhood" 0.000000 ###
47. "LandSlope" 0.000000 ###
48. "Utilities" 0.000000 ###
49. "LandContour" 0.000000 ###
50. "Alley" 0.000000 ###
51. "GarageCond" 0.000000 ###
52. "EnclosedPorch" 0.000000 ###
53. "ScreenPorch" 0.000000 ###
54. "PoolArea" 0.000000 ###
55. "PoolQC" 0.000000 ###
56. "Street" 0.000000 ###
57. "MiscFeature" 0.000000 ###
58. "MiscVal" 0.000000 ###
59. "BsmtHalfBath" 0.000000 ###
60. "SaleType" 0.000000 ###
61. "3SsnPorch" 0.000000 ###
62. "YrSold" -0.000000 ###
63. "OpenPorchSF" -0.002146 ###
64. "HalfBath" -0.002146 ###
65. "GarageQual" -0.002146 ###
66. "OverallCond" -0.006438 ###
67. "LotConfig" -0.006438 ###
68. "BedroomAbvGr" -0.008584 ###
69. "HeatingQC" -0.027897 ###
70. "MSSubClass" -0.030043 ###
71. "WoodDeckSF" -0.030043 ###
72. "MSZoning" -0.030043 ###
73. "YearRemodAdd" -0.040773 ##
74. "LotFrontage" -0.087983 #
75. "TotalBsmtSF" -0.087983 #
76. "BsmtFinSF1" -0.100858 #
77. "1stFlrSF" -0.103004 #
78. "Exterior2nd" -0.111588 #
79. "FullBath" -0.156652
80. "GarageFinish" -0.160944
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OverallQual" 0.042918 ################
2. "TotalBsmtSF" 0.036481 #############
3. "2ndFlrSF" 0.034335 #############
4. "Id" 0.032189 ############
5. "1stFlrSF" 0.015021 #######
6. "YearBuilt" 0.012876 ######
7. "Neighborhood" 0.012876 ######
8. "GrLivArea" 0.012876 ######
9. "OpenPorchSF" 0.010730 #####
10. "FireplaceQu" 0.008584 #####
11. "GarageArea" 0.008584 #####
12. "BsmtFinType1" 0.008584 #####
13. "GarageYrBlt" 0.006438 ####
14. "LotShape" 0.004292 ####
15. "BsmtFinSF1" 0.004292 ####
16. "Exterior2nd" 0.004292 ####
17. "GarageFinish" 0.004292 ####
18. "HalfBath" 0.002146 ###
19. "BsmtFullBath" 0.002146 ###
20. "BsmtUnfSF" 0.002146 ###
21. "TotRmsAbvGrd" 0.000000 ##
22. "SaleCondition" 0.000000 ##
23. "LandContour" 0.000000 ##
24. "MSZoning" 0.000000 ##
25. "Street" 0.000000 ##
26. "Alley" 0.000000 ##
27. "Condition2" 0.000000 ##
28. "Utilities" 0.000000 ##
29. "LandSlope" 0.000000 ##
30. "Condition1" 0.000000 ##
31. "MiscVal" 0.000000 ##
32. "BldgType" 0.000000 ##
33. "Heating" 0.000000 ##
34. "YrSold" 0.000000 ##
35. "LowQualFinSF" 0.000000 ##
36. "CentralAir" 0.000000 ##
37. "BsmtFinType2" 0.000000 ##
38. "BsmtFinSF2" 0.000000 ##
39. "BsmtCond" 0.000000 ##
40. "BsmtHalfBath" 0.000000 ##
41. "Electrical" 0.000000 ##
42. "KitchenAbvGr" 0.000000 ##
43. "Functional" 0.000000 ##
44. "ExterCond" 0.000000 ##
45. "GarageCond" 0.000000 ##
46. "PavedDrive" 0.000000 ##
47. "RoofMatl" 0.000000 ##
48. "EnclosedPorch" 0.000000 ##
49. "ScreenPorch" 0.000000 ##
50. "PoolArea" 0.000000 ##
51. "PoolQC" 0.000000 ##
52. "3SsnPorch" 0.000000 ##
53. "MiscFeature" 0.000000 ##
54. "RoofStyle" -0.000000 ##
55. "FullBath" -0.000000 ##
56. "BsmtExposure" -0.000000 ##
57. "SaleType" -0.000000 ##
58. "MSSubClass" -0.000000 ##
59. "OverallCond" -0.000000 ##
60. "GarageQual" -0.000000 ##
61. "GarageCars" -0.000000 ##
62. "MasVnrArea" -0.000000 ##
63. "Fence" -0.000000 ##
64. "BedroomAbvGr" -0.000000 ##
65. "HouseStyle" -0.000000 ##
66. "KitchenQual" -0.000000 ##
67. "LotConfig" -0.000000 ##
68. "Foundation" -0.000000 ##
69. "MasVnrType" -0.000000 ##
70. "Fireplaces" -0.004292 #
71. "MoSold" -0.004292 #
72. "HeatingQC" -0.004292 #
73. "GarageType" -0.004292 #
74. "LotFrontage" -0.004292 #
75. "BsmtQual" -0.004292 #
76. "YearRemodAdd" -0.004292 #
77. "WoodDeckSF" -0.008584
78. "LotArea" -0.008584
79. "ExterQual" -0.008584
80. "Exterior1st" -0.008584
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OverallQual" 0.111588 ################
2. "Exterior1st" 0.107296 ###############
3. "1stFlrSF" 0.070815 ############
4. "BsmtFinType1" 0.045064 #########
5. "LotArea" 0.019313 #######
6. "BsmtQual" 0.019313 #######
7. "BsmtFullBath" 0.015021 ######
8. "Exterior2nd" 0.012876 ######
9. "MSSubClass" 0.008584 ######
10. "WoodDeckSF" 0.008584 ######
11. "MasVnrType" 0.008584 ######
12. "GarageFinish" 0.006438 #####
13. "ExterQual" 0.004292 #####
14. "Id" 0.002146 #####
15. "OpenPorchSF" 0.002146 #####
16. "RoofStyle" 0.002146 #####
17. "HeatingQC" 0.000000 #####
18. "BsmtFinType2" 0.000000 #####
19. "TotRmsAbvGrd" 0.000000 #####
20. "GarageQual" 0.000000 #####
21. "MSZoning" 0.000000 #####
22. "PoolQC" 0.000000 #####
23. "Street" 0.000000 #####
24. "Alley" 0.000000 #####
25. "MiscFeature" 0.000000 #####
26. "LandContour" 0.000000 #####
27. "Utilities" 0.000000 #####
28. "LandSlope" 0.000000 #####
29. "MiscVal" 0.000000 #####
30. "Condition1" 0.000000 #####
31. "Condition2" 0.000000 #####
32. "BldgType" 0.000000 #####
33. "SaleType" 0.000000 #####
34. "SaleCondition" 0.000000 #####
35. "RoofMatl" 0.000000 #####
36. "MasVnrArea" 0.000000 #####
37. "ExterCond" 0.000000 #####
38. "BsmtCond" 0.000000 #####
39. "BsmtFinSF2" 0.000000 #####
40. "Heating" 0.000000 #####
41. "LotConfig" 0.000000 #####
42. "CentralAir" 0.000000 #####
43. "Electrical" 0.000000 #####
44. "LowQualFinSF" 0.000000 #####
45. "BsmtHalfBath" 0.000000 #####
46. "FullBath" 0.000000 #####
47. "HalfBath" 0.000000 #####
48. "KitchenAbvGr" 0.000000 #####
49. "KitchenQual" 0.000000 #####
50. "Functional" 0.000000 #####
51. "GarageYrBlt" 0.000000 #####
52. "GarageCond" 0.000000 #####
53. "PavedDrive" 0.000000 #####
54. "EnclosedPorch" 0.000000 #####
55. "3SsnPorch" 0.000000 #####
56. "ScreenPorch" 0.000000 #####
57. "PoolArea" 0.000000 #####
58. "OverallCond" -0.002146 #####
59. "Fence" -0.002146 #####
60. "BedroomAbvGr" -0.002146 #####
61. "LotShape" -0.004292 ####
62. "BsmtExposure" -0.004292 ####
63. "GarageCars" -0.004292 ####
64. "HouseStyle" -0.006438 ####
65. "TotalBsmtSF" -0.006438 ####
66. "YrSold" -0.008584 ####
67. "YearBuilt" -0.010730 ####
68. "Neighborhood" -0.010730 ####
69. "2ndFlrSF" -0.010730 ####
70. "GarageType" -0.015021 ###
71. "BsmtUnfSF" -0.015021 ###
72. "Foundation" -0.015021 ###
73. "Fireplaces" -0.017167 ###
74. "FireplaceQu" -0.019313 ###
75. "BsmtFinSF1" -0.021459 ###
76. "MoSold" -0.025751 ##
77. "GarageArea" -0.038627 #
78. "LotFrontage" -0.047210
79. "YearRemodAdd" -0.055794
80. "GrLivArea" -0.055794
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotFrontage" 0.113147 ################
2. "BsmtQual" 0.059267 #############
3. "Neighborhood" 0.057112 #############
4. "HeatingQC" 0.042026 ############
5. "YearBuilt" 0.031250 ############
6. "GarageYrBlt" 0.030172 ############
7. "OverallQual" 0.025862 ###########
8. "GrLivArea" 0.018319 ###########
9. "ExterQual" 0.016164 ###########
10. "FullBath" 0.014009 ###########
11. "GarageType" 0.008621 ###########
12. "KitchenQual" 0.007543 ###########
13. "TotalBsmtSF" 0.007543 ###########
14. "2ndFlrSF" 0.007543 ###########
15. "FireplaceQu" 0.005388 ##########
16. "OverallCond" 0.005388 ##########
17. "LotShape" 0.004310 ##########
18. "MasVnrType" 0.003233 ##########
19. "YrSold" 0.002155 ##########
20. "MasVnrArea" 0.002155 ##########
21. "MSSubClass" 0.001078 ##########
22. "Foundation" 0.001078 ##########
23. "BsmtExposure" 0.001078 ##########
24. "TotRmsAbvGrd" 0.001078 ##########
25. "SaleCondition" 0.001078 ##########
26. "Fireplaces" 0.001078 ##########
27. "GarageQual" 0.000000 ##########
28. "BsmtFinType2" 0.000000 ##########
29. "LotConfig" 0.000000 ##########
30. "CentralAir" 0.000000 ##########
31. "GarageFinish" 0.000000 ##########
32. "Street" 0.000000 ##########
33. "GarageCars" 0.000000 ##########
34. "LandContour" 0.000000 ##########
35. "Utilities" 0.000000 ##########
36. "LandSlope" 0.000000 ##########
37. "Condition1" 0.000000 ##########
38. "Condition2" 0.000000 ##########
39. "GarageCond" 0.000000 ##########
40. "PavedDrive" 0.000000 ##########
41. "Fence" 0.000000 ##########
42. "ScreenPorch" 0.000000 ##########
43. "RoofMatl" 0.000000 ##########
44. "PoolArea" 0.000000 ##########
45. "Electrical" 0.000000 ##########
46. "PoolQC" 0.000000 ##########
47. "Heating" 0.000000 ##########
48. "LowQualFinSF" 0.000000 ##########
49. "MiscFeature" 0.000000 ##########
50. "BsmtHalfBath" 0.000000 ##########
51. "MiscVal" 0.000000 ##########
52. "SaleType" 0.000000 ##########
53. "KitchenAbvGr" 0.000000 ##########
54. "3SsnPorch" 0.000000 ##########
55. "Functional" 0.000000 ##########
56. "MSZoning" -0.000000 ##########
57. "Alley" -0.000000 ##########
58. "BsmtFinSF2" -0.000000 ##########
59. "BsmtCond" -0.000000 ##########
60. "RoofStyle" -0.001078 ##########
61. "OpenPorchSF" -0.001078 ##########
62. "EnclosedPorch" -0.001078 ##########
63. "HouseStyle" -0.001078 ##########
64. "BedroomAbvGr" -0.004310 ##########
65. "LotArea" -0.004310 ##########
66. "BsmtFinType1" -0.005388 ##########
67. "ExterCond" -0.005388 ##########
68. "BsmtFullBath" -0.005388 ##########
69. "Id" -0.006466 ##########
70. "GarageArea" -0.006466 ##########
71. "YearRemodAdd" -0.008621 ##########
72. "Exterior1st" -0.009698 ##########
73. "Exterior2nd" -0.017241 #########
74. "BsmtUnfSF" -0.019397 #########
75. "MoSold" -0.024784 #########
76. "BldgType" -0.024784 #########
77. "BsmtFinSF1" -0.024784 #########
78. "WoodDeckSF" -0.204741 #
79. "HalfBath" -0.225216
80. "1stFlrSF" -0.227371
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.008584 ################
2. "Fireplaces" 0.008584 ################
3. "FireplaceQu" 0.006438 ##############
4. "TotalBsmtSF" 0.006438 ##############
5. "TotRmsAbvGrd" 0.006438 ##############
6. "EnclosedPorch" 0.006438 ##############
7. "LotFrontage" 0.004292 ############
8. "LotArea" 0.004292 ############
9. "YrSold" 0.004292 ############
10. "1stFlrSF" 0.004292 ############
11. "BsmtUnfSF" 0.002146 ##########
12. "2ndFlrSF" 0.002146 ##########
13. "BedroomAbvGr" 0.002146 ##########
14. "MSSubClass" 0.000000 ########
15. "MSZoning" 0.000000 ########
16. "Street" 0.000000 ########
17. "Alley" 0.000000 ########
18. "LotShape" 0.000000 ########
19. "LandContour" 0.000000 ########
20. "Utilities" 0.000000 ########
21. "LotConfig" 0.000000 ########
22. "LandSlope" 0.000000 ########
23. "Fence" 0.000000 ########
24. "Condition1" 0.000000 ########
25. "Condition2" 0.000000 ########
26. "BldgType" 0.000000 ########
27. "MiscFeature" 0.000000 ########
28. "MiscVal" 0.000000 ########
29. "SaleType" 0.000000 ########
30. "RoofStyle" 0.000000 ########
31. "RoofMatl" 0.000000 ########
32. "Exterior1st" 0.000000 ########
33. "MasVnrType" 0.000000 ########
34. "ExterCond" 0.000000 ########
35. "BsmtQual" 0.000000 ########
36. "BsmtCond" 0.000000 ########
37. "BsmtExposure" 0.000000 ########
38. "BsmtFinType2" 0.000000 ########
39. "BsmtFinSF2" 0.000000 ########
40. "Heating" 0.000000 ########
41. "HalfBath" 0.000000 ########
42. "CentralAir" 0.000000 ########
43. "Electrical" 0.000000 ########
44. "LowQualFinSF" 0.000000 ########
45. "GrLivArea" 0.000000 ########
46. "BsmtFullBath" 0.000000 ########
47. "BsmtHalfBath" 0.000000 ########
48. "KitchenAbvGr" 0.000000 ########
49. "KitchenQual" 0.000000 ########
50. "Functional" 0.000000 ########
51. "3SsnPorch" 0.000000 ########
52. "GarageCars" 0.000000 ########
53. "GarageCond" 0.000000 ########
54. "PavedDrive" 0.000000 ########
55. "OpenPorchSF" 0.000000 ########
56. "ScreenPorch" 0.000000 ########
57. "PoolArea" 0.000000 ########
58. "PoolQC" 0.000000 ########
59. "HouseStyle" -0.002146 #######
60. "OverallQual" -0.002146 #######
61. "BsmtFinSF1" -0.002146 #######
62. "ExterQual" -0.002146 #######
63. "YearRemodAdd" -0.002146 #######
64. "SaleCondition" -0.002146 #######
65. "FullBath" -0.002146 #######
66. "MasVnrArea" -0.002146 #######
67. "Exterior2nd" -0.002146 #######
68. "GarageFinish" -0.002146 #######
69. "MoSold" -0.002146 #######
70. "OverallCond" -0.004292 #####
71. "WoodDeckSF" -0.004292 #####
72. "GarageType" -0.004292 #####
73. "GarageYrBlt" -0.004292 #####
74. "Neighborhood" -0.006438 ###
75. "GarageArea" -0.006438 ###
76. "GarageQual" -0.006438 ###
77. "HeatingQC" -0.006438 ###
78. "YearBuilt" -0.008584 #
79. "BsmtFinType1" -0.010730
80. "Foundation" -0.010730
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "ExterQual" 0.336910 ################
2. "OpenPorchSF" 0.321888 ###############
3. "GrLivArea" 0.319742 ###############
4. "YearBuilt" 0.068670 ########
5. "1stFlrSF" 0.047210 #######
6. "GarageYrBlt" 0.034335 #######
7. "WoodDeckSF" 0.021459 #######
8. "LotFrontage" 0.021459 #######
9. "LotArea" 0.019313 ######
10. "BsmtUnfSF" 0.015021 ######
11. "MasVnrArea" 0.012876 ######
12. "TotalBsmtSF" 0.010730 ######
13. "FireplaceQu" 0.010730 ######
14. "FullBath" 0.008584 ######
15. "BsmtQual" 0.008584 ######
16. "BsmtFinType1" 0.008584 ######
17. "HouseStyle" 0.008584 ######
18. "OverallQual" 0.008584 ######
19. "OverallCond" 0.006438 ######
20. "BsmtExposure" 0.004292 ######
21. "YearRemodAdd" 0.000000 ######
22. "Street" 0.000000 ######
23. "Alley" 0.000000 ######
24. "LandContour" 0.000000 ######
25. "Utilities" 0.000000 ######
26. "LotConfig" 0.000000 ######
27. "LandSlope" 0.000000 ######
28. "Condition1" 0.000000 ######
29. "Condition2" 0.000000 ######
30. "BldgType" 0.000000 ######
31. "RoofStyle" 0.000000 ######
32. "RoofMatl" 0.000000 ######
33. "Exterior1st" 0.000000 ######
34. "MasVnrType" 0.000000 ######
35. "ExterCond" 0.000000 ######
36. "Foundation" 0.000000 ######
37. "BsmtCond" 0.000000 ######
38. "BsmtFinType2" 0.000000 ######
39. "BsmtFinSF2" 0.000000 ######
40. "Heating" 0.000000 ######
41. "HeatingQC" 0.000000 ######
42. "CentralAir" 0.000000 ######
43. "Electrical" 0.000000 ######
44. "2ndFlrSF" 0.000000 ######
45. "LowQualFinSF" 0.000000 ######
46. "BsmtHalfBath" 0.000000 ######
47. "BedroomAbvGr" 0.000000 ######
48. "KitchenAbvGr" 0.000000 ######
49. "Functional" 0.000000 ######
50. "GarageQual" 0.000000 ######
51. "PavedDrive" 0.000000 ######
52. "MSZoning" 0.000000 ######
53. "EnclosedPorch" 0.000000 ######
54. "3SsnPorch" 0.000000 ######
55. "ScreenPorch" 0.000000 ######
56. "PoolArea" 0.000000 ######
57. "PoolQC" 0.000000 ######
58. "Fence" 0.000000 ######
59. "MiscFeature" 0.000000 ######
60. "MiscVal" 0.000000 ######
61. "SaleType" 0.000000 ######
62. "SaleCondition" 0.000000 ######
63. "GarageCond" -0.002146 ######
64. "BsmtFinSF1" -0.002146 ######
65. "BsmtFullBath" -0.006438 ######
66. "HalfBath" -0.008584 ######
67. "GarageType" -0.008584 ######
68. "GarageCars" -0.008584 ######
69. "LotShape" -0.008584 ######
70. "MoSold" -0.012876 ######
71. "TotRmsAbvGrd" -0.017167 #####
72. "Exterior2nd" -0.025751 #####
73. "GarageArea" -0.040773 #####
74. "Id" -0.051502 ####
75. "Neighborhood" -0.087983 ###
76. "KitchenQual" -0.100858 ###
77. "MSSubClass" -0.188841 #
78. "GarageFinish" -0.210300
79. "YrSold" -0.214592
80. "Fireplaces" -0.227468
1. "YearBuilt" 0.463519 ################
2. "LotArea" 0.457082 ###############
3. "LotShape" 0.444206 ###############
4. "BsmtUnfSF" 0.030043 ###
5. "Foundation" 0.027897 ###
6. "Neighborhood" 0.021459 ###
7. "Exterior1st" 0.021459 ###
8. "TotalBsmtSF" 0.019313 ###
9. "BsmtQual" 0.019313 ###
10. "YrSold" 0.017167 ###
11. "FireplaceQu" 0.015021 ###
12. "MasVnrType" 0.015021 ###
13. "Id" 0.012876 ###
14. "HeatingQC" 0.012876 ###
15. "LotFrontage" 0.010730 ###
16. "MoSold" 0.010730 ###
17. "GarageYrBlt" 0.010730 ###
18. "ExterQual" 0.006438 ###
19. "MasVnrArea" 0.006438 ###
20. "BsmtExposure" 0.004292 ###
21. "OverallCond" 0.004292 ###
22. "MSSubClass" 0.004292 ###
23. "LandContour" 0.002146 ###
24. "HouseStyle" 0.002146 ###
25. "GarageType" 0.002146 ###
26. "BldgType" 0.002146 ###
27. "Fireplaces" 0.002146 ###
28. "SaleType" 0.000000 ###
29. "Street" 0.000000 ###
30. "Alley" 0.000000 ###
31. "Utilities" 0.000000 ###
32. "LandSlope" 0.000000 ###
33. "Condition1" 0.000000 ###
34. "Condition2" 0.000000 ###
35. "RoofMatl" 0.000000 ###
36. "ExterCond" 0.000000 ###
37. "BsmtCond" 0.000000 ###
38. "BsmtFinType2" 0.000000 ###
39. "BsmtFinSF2" 0.000000 ###
40. "Heating" 0.000000 ###
41. "3SsnPorch" 0.000000 ###
42. "CentralAir" 0.000000 ###
43. "Electrical" 0.000000 ###
44. "LowQualFinSF" 0.000000 ###
45. "BsmtHalfBath" 0.000000 ###
46. "KitchenAbvGr" 0.000000 ###
47. "Functional" 0.000000 ###
48. "GarageQual" 0.000000 ###
49. "GarageCond" 0.000000 ###
50. "PavedDrive" 0.000000 ###
51. "EnclosedPorch" 0.000000 ###
52. "ScreenPorch" 0.000000 ###
53. "PoolArea" 0.000000 ###
54. "PoolQC" 0.000000 ###
55. "MiscFeature" 0.000000 ###
56. "MiscVal" 0.000000 ###
57. "SaleCondition" -0.000000 ###
58. "RoofStyle" -0.002146 ###
59. "TotRmsAbvGrd" -0.002146 ###
60. "GarageFinish" -0.002146 ###
61. "KitchenQual" -0.002146 ###
62. "OverallQual" -0.002146 ###
63. "MSZoning" -0.004292 ##
64. "2ndFlrSF" -0.004292 ##
65. "BedroomAbvGr" -0.006438 ##
66. "Exterior2nd" -0.008584 ##
67. "GarageCars" -0.015021 ##
68. "Fence" -0.019313 ##
69. "BsmtFullBath" -0.019313 ##
70. "LotConfig" -0.021459 ##
71. "HalfBath" -0.023605 ##
72. "1stFlrSF" -0.023605 ##
73. "FullBath" -0.025751 ##
74. "GrLivArea" -0.027897 ##
75. "YearRemodAdd" -0.057940 #
76. "BsmtFinType1" -0.092275
77. "OpenPorchSF" -0.100858
78. "BsmtFinSF1" -0.100858
79. "GarageArea" -0.109442
80. "WoodDeckSF" -0.111588
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotArea" 0.181818 ################
2. "FireplaceQu" 0.108225 ###########
3. "GrLivArea" 0.095960 ##########
4. "OverallQual" 0.093795 ##########
5. "BsmtFinSF1" 0.085859 ##########
6. "2ndFlrSF" 0.070707 #########
7. "BsmtQual" 0.059885 ########
8. "RoofStyle" 0.049062 ########
9. "ExterQual" 0.024531 ######
10. "Exterior1st" 0.023088 ######
11. "TotalBsmtSF" 0.021645 ######
12. "MasVnrArea" 0.017316 ######
13. "BsmtFullBath" 0.014430 ######
14. "MSSubClass" 0.012266 ######
15. "GarageArea" 0.012266 ######
16. "HeatingQC" 0.009380 #####
17. "YearRemodAdd" 0.007937 #####
18. "YrSold" 0.007215 #####
19. "LotFrontage" 0.006494 #####
20. "FullBath" 0.005772 #####
21. "Exterior2nd" 0.005772 #####
22. "LotShape" 0.005051 #####
23. "GarageCars" 0.005051 #####
24. "GarageYrBlt" 0.002886 #####
25. "HalfBath" 0.002165 #####
26. "BldgType" 0.002165 #####
27. "GarageQual" 0.001443 #####
28. "GarageType" 0.001443 #####
29. "PavedDrive" 0.000722 #####
30. "MSZoning" 0.000722 #####
31. "LotConfig" 0.000722 #####
32. "Condition1" 0.000000 #####
33. "Alley" 0.000000 #####
34. "LandContour" 0.000000 #####
35. "Utilities" 0.000000 #####
36. "LandSlope" 0.000000 #####
37. "Fence" 0.000000 #####
38. "Street" 0.000000 #####
39. "Condition2" 0.000000 #####
40. "EnclosedPorch" 0.000000 #####
41. "3SsnPorch" 0.000000 #####
42. "CentralAir" 0.000000 #####
43. "Electrical" 0.000000 #####
44. "ScreenPorch" 0.000000 #####
45. "Heating" 0.000000 #####
46. "LowQualFinSF" 0.000000 #####
47. "PoolArea" 0.000000 #####
48. "BsmtFinSF2" 0.000000 #####
49. "BsmtHalfBath" 0.000000 #####
50. "Functional" 0.000000 #####
51. "PoolQC" 0.000000 #####
52. "SaleCondition" 0.000000 #####
53. "KitchenAbvGr" 0.000000 #####
54. "MiscFeature" 0.000000 #####
55. "MiscVal" 0.000000 #####
56. "ExterCond" 0.000000 #####
57. "BsmtCond" 0.000000 #####
58. "RoofMatl" 0.000000 #####
59. "GarageCond" 0.000000 #####
60. "SaleType" -0.000722 #####
61. "GarageFinish" -0.001443 #####
62. "Fireplaces" -0.001443 #####
63. "TotRmsAbvGrd" -0.002165 #####
64. "BsmtFinType2" -0.002165 #####
65. "Foundation" -0.002165 #####
66. "BedroomAbvGr" -0.002886 #####
67. "OverallCond" -0.004329 #####
68. "MasVnrType" -0.012987 ####
69. "BsmtFinType1" -0.015152 ####
70. "Id" -0.022367 ###
71. "HouseStyle" -0.025974 ###
72. "OpenPorchSF" -0.026696 ###
73. "MoSold" -0.028860 ###
74. "YearBuilt" -0.030303 ###
75. "WoodDeckSF" -0.031746 ###
76. "BsmtExposure" -0.032468 ###
77. "BsmtUnfSF" -0.036797 ###
78. "KitchenQual" -0.039683 ##
79. "1stFlrSF" -0.049062 ##
80. "Neighborhood" -0.090188
1. "TotalBsmtSF" 0.081897 ################
2. "Id" 0.070043 ###############
3. "GarageType" 0.042026 #############
4. "KitchenQual" 0.031250 #############
5. "Exterior2nd" 0.029095 #############
6. "GarageYrBlt" 0.021552 ############
7. "YearBuilt" 0.017241 ############
8. "GrLivArea" 0.012931 ############
9. "Foundation" 0.009698 ############
10. "GarageCars" 0.008621 ############
11. "BsmtFinType1" 0.005388 ###########
12. "GarageFinish" 0.005388 ###########
13. "GarageArea" 0.005388 ###########
14. "FullBath" 0.005388 ###########
15. "BedroomAbvGr" 0.004310 ###########
16. "1stFlrSF" 0.002155 ###########
17. "BsmtUnfSF" 0.002155 ###########
18. "MSSubClass" 0.002155 ###########
19. "TotRmsAbvGrd" 0.002155 ###########
20. "EnclosedPorch" 0.002155 ###########
21. "CentralAir" 0.002155 ###########
22. "2ndFlrSF" 0.002155 ###########
23. "LotConfig" 0.001078 ###########
24. "LotShape" 0.001078 ###########
25. "HalfBath" 0.001078 ###########
26. "OverallCond" 0.001078 ###########
27. "BldgType" 0.000000 ###########
28. "MSZoning" 0.000000 ###########
29. "OverallQual" 0.000000 ###########
30. "BsmtFullBath" 0.000000 ###########
31. "GarageQual" 0.000000 ###########
32. "Utilities" 0.000000 ###########
33. "LandSlope" 0.000000 ###########
34. "Condition1" 0.000000 ###########
35. "Condition2" 0.000000 ###########
36. "RoofMatl" 0.000000 ###########
37. "BsmtCond" 0.000000 ###########
38. "BsmtFinType2" 0.000000 ###########
39. "BsmtFinSF2" 0.000000 ###########
40. "Heating" 0.000000 ###########
41. "3SsnPorch" 0.000000 ###########
42. "Electrical" 0.000000 ###########
43. "LowQualFinSF" 0.000000 ###########
44. "BsmtHalfBath" 0.000000 ###########
45. "KitchenAbvGr" 0.000000 ###########
46. "Functional" 0.000000 ###########
47. "Fireplaces" 0.000000 ###########
48. "Street" 0.000000 ###########
49. "Alley" 0.000000 ###########
50. "GarageCond" 0.000000 ###########
51. "PavedDrive" 0.000000 ###########
52. "WoodDeckSF" 0.000000 ###########
53. "LandContour" 0.000000 ###########
54. "ScreenPorch" 0.000000 ###########
55. "PoolArea" 0.000000 ###########
56. "PoolQC" 0.000000 ###########
57. "MiscFeature" 0.000000 ###########
58. "MiscVal" 0.000000 ###########
59. "SaleType" 0.000000 ###########
60. "ExterCond" -0.000000 ###########
61. "Fence" -0.000000 ###########
62. "SaleCondition" -0.000000 ###########
63. "BsmtExposure" -0.001078 ###########
64. "ExterQual" -0.001078 ###########
65. "MasVnrArea" -0.001078 ###########
66. "MasVnrType" -0.001078 ###########
67. "BsmtQual" -0.001078 ###########
68. "MoSold" -0.001078 ###########
69. "BsmtFinSF1" -0.001078 ###########
70. "OpenPorchSF" -0.002155 ###########
71. "HeatingQC" -0.004310 ###########
72. "YearRemodAdd" -0.004310 ###########
73. "YrSold" -0.005388 ###########
74. "RoofStyle" -0.006466 ###########
75. "LotFrontage" -0.007543 ###########
76. "LotArea" -0.016164 ##########
77. "Exterior1st" -0.018319 ##########
78. "Neighborhood" -0.196121 #
79. "FireplaceQu" -0.213362
80. "HouseStyle" -0.221983
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "ExterQual" 0.030043 ################
2. "MasVnrType" 0.012876 #########
3. "GrLivArea" 0.008584 ########
4. "OverallQual" 0.008584 ########
5. "Exterior2nd" 0.008584 ########
6. "GarageArea" 0.006438 #######
7. "WoodDeckSF" 0.006438 #######
8. "Id" 0.004292 ######
9. "LotArea" 0.004292 ######
10. "Fireplaces" 0.004292 ######
11. "BsmtUnfSF" 0.004292 ######
12. "YearBuilt" 0.002146 #####
13. "YearRemodAdd" 0.002146 #####
14. "2ndFlrSF" 0.002146 #####
15. "GarageType" 0.000000 ####
16. "Street" 0.000000 ####
17. "LandSlope" 0.000000 ####
18. "3SsnPorch" 0.000000 ####
19. "Condition2" 0.000000 ####
20. "TotRmsAbvGrd" 0.000000 ####
21. "KitchenAbvGr" 0.000000 ####
22. "Functional" 0.000000 ####
23. "RoofMatl" 0.000000 ####
24. "BsmtHalfBath" 0.000000 ####
25. "EnclosedPorch" 0.000000 ####
26. "MSZoning" 0.000000 ####
27. "RoofStyle" 0.000000 ####
28. "PavedDrive" 0.000000 ####
29. "LandContour" 0.000000 ####
30. "LowQualFinSF" 0.000000 ####
31. "CentralAir" 0.000000 ####
32. "BsmtCond" 0.000000 ####
33. "Utilities" 0.000000 ####
34. "Heating" 0.000000 ####
35. "Electrical" 0.000000 ####
36. "BsmtFinType2" 0.000000 ####
37. "BsmtFinSF2" 0.000000 ####
38. "ScreenPorch" 0.000000 ####
39. "PoolArea" 0.000000 ####
40. "PoolQC" 0.000000 ####
41. "MiscFeature" 0.000000 ####
42. "MiscVal" 0.000000 ####
43. "SaleType" 0.000000 ####
44. "BsmtFinType1" -0.000000 ####
45. "HalfBath" -0.000000 ####
46. "ExterCond" -0.000000 ####
47. "HeatingQC" -0.000000 ####
48. "GarageQual" -0.000000 ####
49. "Exterior1st" -0.000000 ####
50. "FullBath" -0.000000 ####
51. "BsmtQual" -0.000000 ####
52. "BedroomAbvGr" -0.000000 ####
53. "LotShape" -0.000000 ####
54. "Foundation" -0.000000 ####
55. "SaleCondition" -0.000000 ####
56. "Alley" -0.000000 ####
57. "GarageCond" -0.000000 ####
58. "GarageCars" -0.000000 ####
59. "BsmtExposure" -0.000000 ####
60. "LotFrontage" -0.000000 ####
61. "TotalBsmtSF" -0.000000 ####
62. "BsmtFullBath" -0.002146 ####
63. "MoSold" -0.002146 ####
64. "Condition1" -0.004292 ###
65. "BldgType" -0.004292 ###
66. "MasVnrArea" -0.004292 ###
67. "OpenPorchSF" -0.004292 ###
68. "HouseStyle" -0.004292 ###
69. "GarageYrBlt" -0.004292 ###
70. "LotConfig" -0.004292 ###
71. "Fence" -0.004292 ###
72. "1stFlrSF" -0.006438 ##
73. "YrSold" -0.006438 ##
74. "MSSubClass" -0.006438 ##
75. "FireplaceQu" -0.006438 ##
76. "BsmtFinSF1" -0.008584 #
77. "OverallCond" -0.008584 #
78. "Neighborhood" -0.010730
79. "KitchenQual" -0.012876
80. "GarageFinish" -0.012876
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotArea" 0.133047 ################
2. "BsmtQual" 0.133047 ###############
3. "OpenPorchSF" 0.122318 ###############
4. "MoSold" 0.122318 ###############
5. "OverallQual" 0.049356 ########
6. "GrLivArea" 0.027897 ######
7. "YrSold" 0.025751 ######
8. "BsmtFinSF1" 0.019313 #####
9. "1stFlrSF" 0.015021 #####
10. "YearBuilt" 0.012876 #####
11. "Id" 0.010730 ####
12. "OverallCond" 0.010730 ####
13. "BedroomAbvGr" 0.010730 ####
14. "FullBath" 0.008584 ####
15. "TotalBsmtSF" 0.008584 ####
16. "MSSubClass" 0.006438 ####
17. "GarageFinish" 0.006438 ####
18. "ExterQual" 0.006438 ####
19. "YearRemodAdd" 0.004292 ####
20. "FireplaceQu" 0.004292 ####
21. "GarageType" 0.004292 ####
22. "ExterCond" 0.004292 ####
23. "HouseStyle" 0.002146 ####
24. "BsmtFinType2" 0.002146 ####
25. "BldgType" 0.002146 ####
26. "Fireplaces" 0.002146 ####
27. "Condition1" 0.002146 ####
28. "SaleType" 0.000000 ###
29. "BsmtFullBath" 0.000000 ###
30. "KitchenQual" 0.000000 ###
31. "Foundation" 0.000000 ###
32. "Alley" 0.000000 ###
33. "LandContour" 0.000000 ###
34. "Utilities" 0.000000 ###
35. "LandSlope" 0.000000 ###
36. "Condition2" 0.000000 ###
37. "RoofMatl" 0.000000 ###
38. "BsmtCond" 0.000000 ###
39. "BsmtFinSF2" 0.000000 ###
40. "Heating" 0.000000 ###
41. "HalfBath" 0.000000 ###
42. "CentralAir" 0.000000 ###
43. "Electrical" 0.000000 ###
44. "LowQualFinSF" 0.000000 ###
45. "BsmtHalfBath" 0.000000 ###
46. "KitchenAbvGr" 0.000000 ###
47. "Functional" 0.000000 ###
48. "3SsnPorch" 0.000000 ###
49. "GarageQual" 0.000000 ###
50. "GarageCond" 0.000000 ###
51. "PavedDrive" 0.000000 ###
52. "SaleCondition" 0.000000 ###
53. "ScreenPorch" 0.000000 ###
54. "PoolArea" 0.000000 ###
55. "PoolQC" 0.000000 ###
56. "Fence" 0.000000 ###
57. "MiscFeature" 0.000000 ###
58. "MiscVal" 0.000000 ###
59. "Street" 0.000000 ###
60. "Exterior1st" -0.002146 ###
61. "Exterior2nd" -0.002146 ###
62. "TotRmsAbvGrd" -0.002146 ###
63. "BsmtExposure" -0.002146 ###
64. "GarageArea" -0.002146 ###
65. "LotShape" -0.002146 ###
66. "EnclosedPorch" -0.002146 ###
67. "LotFrontage" -0.002146 ###
68. "LotConfig" -0.002146 ###
69. "MasVnrArea" -0.002146 ###
70. "GarageYrBlt" -0.002146 ###
71. "MasVnrType" -0.004292 ###
72. "RoofStyle" -0.004292 ###
73. "MSZoning" -0.004292 ###
74. "HeatingQC" -0.004292 ###
75. "Neighborhood" -0.008584 ###
76. "GarageCars" -0.017167 ##
77. "WoodDeckSF" -0.017167 ##
78. "BsmtFinType1" -0.021459 #
79. "BsmtUnfSF" -0.040773
80. "2ndFlrSF" -0.042918
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotShape" 0.465665 ################
2. "GrLivArea" 0.248927 ##########
3. "LotFrontage" 0.223176 ##########
4. "MoSold" 0.203863 #########
5. "HouseStyle" 0.186695 #########
6. "OverallQual" 0.049356 ######
7. "GarageArea" 0.047210 ######
8. "2ndFlrSF" 0.045064 ######
9. "YearBuilt" 0.036481 #####
10. "TotalBsmtSF" 0.030043 #####
11. "Exterior2nd" 0.030043 #####
12. "GarageType" 0.025751 #####
13. "BsmtFinType1" 0.025751 #####
14. "GarageFinish" 0.021459 #####
15. "YearRemodAdd" 0.019313 #####
16. "MasVnrType" 0.019313 #####
17. "Neighborhood" 0.017167 #####
18. "KitchenQual" 0.017167 #####
19. "TotRmsAbvGrd" 0.017167 #####
20. "BsmtUnfSF" 0.017167 #####
21. "Fireplaces" 0.015021 #####
22. "HeatingQC" 0.015021 #####
23. "GarageYrBlt" 0.015021 #####
24. "OverallCond" 0.015021 #####
25. "HalfBath" 0.012876 #####
26. "BsmtFinSF1" 0.012876 #####
27. "Exterior1st" 0.008584 #####
28. "BsmtExposure" 0.008584 #####
29. "SaleCondition" 0.008584 #####
30. "MSZoning" 0.006438 #####
31. "WoodDeckSF" 0.006438 #####
32. "FireplaceQu" 0.004292 #####
33. "MasVnrArea" 0.004292 #####
34. "Fence" 0.002146 ####
35. "GarageCars" 0.002146 ####
36. "MSSubClass" 0.002146 ####
37. "SaleType" 0.002146 ####
38. "MiscFeature" 0.000000 ####
39. "Street" 0.000000 ####
40. "Alley" 0.000000 ####
41. "LandContour" 0.000000 ####
42. "Utilities" 0.000000 ####
43. "LandSlope" 0.000000 ####
44. "Condition1" 0.000000 ####
45. "Condition2" 0.000000 ####
46. "MiscVal" 0.000000 ####
47. "RoofStyle" 0.000000 ####
48. "CentralAir" 0.000000 ####
49. "Electrical" 0.000000 ####
50. "Heating" 0.000000 ####
51. "LowQualFinSF" 0.000000 ####
52. "BsmtFinSF2" 0.000000 ####
53. "KitchenAbvGr" 0.000000 ####
54. "BsmtFinType2" 0.000000 ####
55. "BsmtHalfBath" 0.000000 ####
56. "Functional" 0.000000 ####
57. "ExterCond" 0.000000 ####
58. "RoofMatl" 0.000000 ####
59. "GarageCond" 0.000000 ####
60. "PavedDrive" 0.000000 ####
61. "EnclosedPorch" 0.000000 ####
62. "ScreenPorch" 0.000000 ####
63. "PoolArea" 0.000000 ####
64. "PoolQC" 0.000000 ####
65. "3SsnPorch" 0.000000 ####
66. "GarageQual" -0.000000 ####
67. "BldgType" -0.002146 ####
68. "BedroomAbvGr" -0.002146 ####
69. "BsmtFullBath" -0.002146 ####
70. "YrSold" -0.002146 ####
71. "LotConfig" -0.004292 ####
72. "BsmtCond" -0.004292 ####
73. "Foundation" -0.006438 ####
74. "FullBath" -0.030043 ####
75. "1stFlrSF" -0.092275 ##
76. "BsmtQual" -0.098712 ##
77. "OpenPorchSF" -0.111588 ##
78. "ExterQual" -0.115880 ##
79. "Id" -0.118026 ##
80. "LotArea" -0.208155
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Neighborhood" 0.042918 ################
2. "GarageArea" 0.042918 ###############
3. "BsmtQual" 0.025751 ############
4. "YearRemodAdd" 0.017167 ##########
5. "BsmtFinSF1" 0.017167 ##########
6. "GarageFinish" 0.015021 ##########
7. "WoodDeckSF" 0.012876 #########
8. "KitchenQual" 0.010730 #########
9. "Exterior2nd" 0.010730 #########
10. "LotArea" 0.008584 ########
11. "ExterQual" 0.004292 ########
12. "OverallQual" 0.004292 #######
13. "MSSubClass" 0.002146 #######
14. "Fireplaces" 0.002146 #######
15. "2ndFlrSF" 0.002146 #######
16. "BsmtUnfSF" 0.000000 #######
17. "HouseStyle" 0.000000 #######
18. "GarageYrBlt" 0.000000 #######
19. "LotFrontage" 0.000000 #######
20. "HalfBath" 0.000000 #######
21. "BsmtFinSF2" 0.000000 #######
22. "BsmtExposure" 0.000000 #######
23. "Condition1" 0.000000 #######
24. "HeatingQC" 0.000000 #######
25. "OverallCond" 0.000000 #######
26. "GarageCars" 0.000000 #######
27. "FireplaceQu" 0.000000 #######
28. "MSZoning" 0.000000 #######
29. "EnclosedPorch" 0.000000 #######
30. "Fence" 0.000000 #######
31. "LandContour" 0.000000 #######
32. "Utilities" 0.000000 #######
33. "LandSlope" 0.000000 #######
34. "Condition2" 0.000000 #######
35. "BldgType" 0.000000 #######
36. "RoofMatl" 0.000000 #######
37. "ExterCond" 0.000000 #######
38. "BsmtCond" 0.000000 #######
39. "BsmtFinType2" 0.000000 #######
40. "Heating" 0.000000 #######
41. "3SsnPorch" 0.000000 #######
42. "CentralAir" 0.000000 #######
43. "Electrical" 0.000000 #######
44. "LowQualFinSF" 0.000000 #######
45. "BsmtFullBath" 0.000000 #######
46. "BsmtHalfBath" 0.000000 #######
47. "BedroomAbvGr" 0.000000 #######
48. "KitchenAbvGr" 0.000000 #######
49. "Functional" 0.000000 #######
50. "GarageCond" 0.000000 #######
51. "PavedDrive" 0.000000 #######
52. "Street" 0.000000 #######
53. "ScreenPorch" 0.000000 #######
54. "PoolArea" 0.000000 #######
55. "PoolQC" 0.000000 #######
56. "Alley" 0.000000 #######
57. "MiscFeature" 0.000000 #######
58. "MiscVal" 0.000000 #######
59. "SaleType" 0.000000 #######
60. "GarageQual" -0.000000 #######
61. "SaleCondition" -0.000000 #######
62. "BsmtFinType1" -0.000000 #######
63. "LotConfig" -0.000000 #######
64. "LotShape" -0.000000 #######
65. "GarageType" -0.002146 ######
66. "FullBath" -0.002146 ######
67. "TotRmsAbvGrd" -0.004292 ######
68. "MoSold" -0.004292 ######
69. "TotalBsmtSF" -0.004292 ######
70. "Exterior1st" -0.004292 ######
71. "Foundation" -0.004292 ######
72. "MasVnrType" -0.004292 ######
73. "RoofStyle" -0.006438 #####
74. "MasVnrArea" -0.008584 #####
75. "1stFlrSF" -0.008584 #####
76. "YearBuilt" -0.008584 #####
77. "OpenPorchSF" -0.008584 #####
78. "GrLivArea" -0.008584 #####
79. "YrSold" -0.010730 ####
80. "Id" -0.034335
1. "GrLivArea" 0.267241 ################
2. "BsmtFinSF1" 0.042026 ##
3. "MasVnrType" 0.033405 ##
4. "LotArea" 0.020474 #
5. "OpenPorchSF" 0.012931 #
6. "MasVnrArea" 0.011853 #
7. "TotalBsmtSF" 0.009698 #
8. "GarageArea" 0.008621 #
9. "Neighborhood" 0.007543
10. "GarageCars" 0.006466
11. "HalfBath" 0.005388
12. "2ndFlrSF" 0.003233
13. "BsmtFullBath" 0.003233
14. "RoofStyle" 0.002155
15. "BsmtCond" 0.002155
16. "BsmtUnfSF" 0.001078
17. "BsmtQual" 0.001078
18. "ExterQual" 0.001078
19. "1stFlrSF" 0.000000
20. "WoodDeckSF" 0.000000
21. "LotConfig" 0.000000
22. "BldgType" 0.000000
23. "HouseStyle" 0.000000
24. "TotRmsAbvGrd" 0.000000
25. "HeatingQC" 0.000000
26. "Street" 0.000000
27. "Alley" 0.000000
28. "LotShape" 0.000000
29. "LandContour" 0.000000
30. "Utilities" 0.000000
31. "LandSlope" 0.000000
32. "Condition1" 0.000000
33. "Condition2" 0.000000
34. "OverallCond" 0.000000
35. "RoofMatl" 0.000000
36. "Exterior2nd" 0.000000
37. "ExterCond" 0.000000
38. "BsmtFinType2" 0.000000
39. "BsmtFinSF2" 0.000000
40. "Heating" 0.000000
41. "SaleCondition" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "LowQualFinSF" 0.000000
45. "BsmtHalfBath" 0.000000
46. "BedroomAbvGr" 0.000000
47. "KitchenAbvGr" 0.000000
48. "Functional" 0.000000
49. "GarageType" 0.000000
50. "3SsnPorch" 0.000000
51. "GarageQual" 0.000000
52. "GarageCond" 0.000000
53. "PavedDrive" 0.000000
54. "MSSubClass" 0.000000
55. "MSZoning" 0.000000
56. "EnclosedPorch" 0.000000
57. "ScreenPorch" 0.000000
58. "PoolArea" 0.000000
59. "PoolQC" 0.000000
60. "Fence" 0.000000
61. "MiscFeature" 0.000000
62. "MiscVal" 0.000000
63. "SaleType" 0.000000
64. "Foundation" -0.000000
65. "BsmtFinType1" -0.001078
66. "YearRemodAdd" -0.001078
67. "FullBath" -0.001078
68. "FireplaceQu" -0.001078
69. "MoSold" -0.001078
70. "YrSold" -0.001078
71. "GarageYrBlt" -0.001078
72. "OverallQual" -0.002155
73. "Id" -0.002155
74. "Exterior1st" -0.002155
75. "BsmtExposure" -0.002155
76. "GarageFinish" -0.002155
77. "LotFrontage" -0.003233
78. "YearBuilt" -0.004310
79. "KitchenQual" -0.006466
80. "Fireplaces" -0.008621
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GrLivArea" 0.508584 ################
2. "Neighborhood" 0.497854 ###############
3. "OpenPorchSF" 0.491416 ###############
4. "Foundation" 0.047210 ###
5. "KitchenQual" 0.017167 ##
6. "Exterior2nd" 0.015021 ##
7. "ExterQual" 0.012876 ##
8. "1stFlrSF" 0.010730 ##
9. "MoSold" 0.010730 ##
10. "BsmtFinSF1" 0.008584 ##
11. "OverallCond" 0.006438 #
12. "SaleCondition" 0.006438 #
13. "BsmtUnfSF" 0.004292 #
14. "MSZoning" 0.004292 #
15. "HeatingQC" 0.002146 #
16. "SaleType" 0.002146 #
17. "Id" 0.000000 #
18. "GarageCond" 0.000000 #
19. "GarageQual" 0.000000 #
20. "GarageFinish" 0.000000 #
21. "Street" 0.000000 #
22. "LandContour" 0.000000 #
23. "Utilities" 0.000000 #
24. "3SsnPorch" 0.000000 #
25. "LandSlope" 0.000000 #
26. "Alley" 0.000000 #
27. "2ndFlrSF" 0.000000 #
28. "RoofMatl" 0.000000 #
29. "ExterCond" 0.000000 #
30. "BsmtHalfBath" 0.000000 #
31. "KitchenAbvGr" 0.000000 #
32. "BsmtCond" 0.000000 #
33. "Heating" 0.000000 #
34. "Electrical" 0.000000 #
35. "Functional" 0.000000 #
36. "BsmtFinType2" 0.000000 #
37. "BsmtFinSF2" 0.000000 #
38. "CentralAir" 0.000000 #
39. "PavedDrive" 0.000000 #
40. "Condition2" 0.000000 #
41. "EnclosedPorch" 0.000000 #
42. "ScreenPorch" 0.000000 #
43. "LowQualFinSF" 0.000000 #
44. "PoolQC" 0.000000 #
45. "Fence" 0.000000 #
46. "MiscFeature" 0.000000 #
47. "MiscVal" 0.000000 #
48. "Condition1" 0.000000 #
49. "PoolArea" 0.000000 #
50. "Fireplaces" -0.000000 #
51. "OverallQual" -0.002146 #
52. "YearRemodAdd" -0.002146 #
53. "HalfBath" -0.002146 #
54. "BsmtQual" -0.002146 #
55. "HouseStyle" -0.002146 #
56. "BldgType" -0.002146 #
57. "LotArea" -0.002146 #
58. "GarageCars" -0.002146 #
59. "BsmtFullBath" -0.002146 #
60. "RoofStyle" -0.002146 #
61. "MasVnrArea" -0.004292 #
62. "MasVnrType" -0.004292 #
63. "LotConfig" -0.004292 #
64. "TotRmsAbvGrd" -0.006438 #
65. "GarageType" -0.006438 #
66. "YrSold" -0.006438 #
67. "MSSubClass" -0.008584 #
68. "TotalBsmtSF" -0.017167 #
69. "FireplaceQu" -0.021459 #
70. "LotShape" -0.030043
71. "GarageArea" -0.032189
72. "BsmtExposure" -0.032189
73. "FullBath" -0.032189
74. "Exterior1st" -0.034335
75. "BsmtFinType1" -0.036481
76. "BedroomAbvGr" -0.036481
77. "GarageYrBlt" -0.040773
78. "WoodDeckSF" -0.040773
79. "LotFrontage" -0.045064
80. "YearBuilt" -0.064378
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageArea" 0.012876 ################
2. "Neighborhood" 0.010730 #############
3. "OpenPorchSF" 0.008584 ###########
4. "Foundation" 0.006438 ##########
5. "OverallQual" 0.006438 #########
6. "ExterQual" 0.004292 ########
7. "BsmtExposure" 0.004292 ########
8. "GarageFinish" 0.004292 ########
9. "HalfBath" 0.004292 ########
10. "2ndFlrSF" 0.004292 ########
11. "Fireplaces" 0.004292 ########
12. "TotRmsAbvGrd" 0.004292 ########
13. "KitchenQual" 0.004292 ########
14. "MasVnrType" 0.004292 #######
15. "BsmtFinType1" 0.002146 ######
16. "MSSubClass" 0.002146 ######
17. "BsmtFinSF1" 0.002146 ######
18. "GrLivArea" 0.002146 ######
19. "LotArea" 0.002146 ######
20. "SaleCondition" 0.002146 ######
21. "MSZoning" 0.000000 ####
22. "BsmtUnfSF" 0.000000 ####
23. "LotShape" 0.000000 ####
24. "HeatingQC" 0.000000 ####
25. "BldgType" 0.000000 ####
26. "HouseStyle" 0.000000 ####
27. "GarageType" 0.000000 ####
28. "RoofStyle" 0.000000 ####
29. "Alley" 0.000000 ####
30. "LandContour" 0.000000 ####
31. "Utilities" 0.000000 ####
32. "LandSlope" 0.000000 ####
33. "Condition1" 0.000000 ####
34. "Condition2" 0.000000 ####
35. "RoofMatl" 0.000000 ####
36. "ExterCond" 0.000000 ####
37. "BsmtCond" 0.000000 ####
38. "BsmtFinType2" 0.000000 ####
39. "BsmtFinSF2" 0.000000 ####
40. "Heating" 0.000000 ####
41. "3SsnPorch" 0.000000 ####
42. "CentralAir" 0.000000 ####
43. "Electrical" 0.000000 ####
44. "LowQualFinSF" 0.000000 ####
45. "BsmtHalfBath" 0.000000 ####
46. "KitchenAbvGr" 0.000000 ####
47. "Functional" 0.000000 ####
48. "LotConfig" 0.000000 ####
49. "GarageCars" 0.000000 ####
50. "LotFrontage" 0.000000 ####
51. "GarageQual" 0.000000 ####
52. "GarageCond" 0.000000 ####
53. "PavedDrive" 0.000000 ####
54. "Street" 0.000000 ####
55. "EnclosedPorch" 0.000000 ####
56. "ScreenPorch" 0.000000 ####
57. "PoolArea" 0.000000 ####
58. "PoolQC" 0.000000 ####
59. "Fence" 0.000000 ####
60. "MiscFeature" 0.000000 ####
61. "MiscVal" 0.000000 ####
62. "BedroomAbvGr" -0.000000 ###
63. "OverallCond" -0.000000 ###
64. "GarageYrBlt" -0.000000 ###
65. "MoSold" -0.002146 ##
66. "FullBath" -0.002146 ##
67. "WoodDeckSF" -0.002146 ##
68. "BsmtFullBath" -0.002146 ##
69. "SaleType" -0.002146 ##
70. "BsmtQual" -0.002146 ##
71. "YearRemodAdd" -0.002146 ##
72. "MasVnrArea" -0.002146 ##
73. "FireplaceQu" -0.002146 ##
74. "Exterior1st" -0.002146 #
75. "YrSold" -0.004292
76. "1stFlrSF" -0.004292
77. "TotalBsmtSF" -0.004292
78. "Id" -0.004292
79. "Exterior2nd" -0.004292
80. "YearBuilt" -0.004292
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YearBuilt" 0.019313 ################
2. "YearRemodAdd" 0.015021 ###############
3. "KitchenQual" 0.010730 ###############
4. "BsmtExposure" 0.008584 ###############
5. "BsmtQual" 0.008584 ###############
6. "LotFrontage" 0.006438 ###############
7. "YrSold" 0.006438 ###############
8. "BsmtFinSF1" 0.006438 ###############
9. "BsmtUnfSF" 0.004292 ###############
10. "GarageFinish" 0.004292 ###############
11. "ExterQual" 0.002146 ###############
12. "1stFlrSF" 0.002146 ###############
13. "HalfBath" 0.002146 ###############
14. "Exterior2nd" 0.002146 ###############
15. "MSSubClass" 0.000000 ###############
16. "MSZoning" 0.000000 ###############
17. "MiscVal" 0.000000 ###############
18. "Street" 0.000000 ###############
19. "Alley" 0.000000 ###############
20. "SaleType" 0.000000 ###############
21. "LandContour" 0.000000 ###############
22. "Utilities" 0.000000 ###############
23. "LandSlope" 0.000000 ###############
24. "SaleCondition" 0.000000 ###############
25. "Condition1" 0.000000 ###############
26. "Condition2" 0.000000 ###############
27. "BldgType" 0.000000 ###############
28. "HouseStyle" 0.000000 ###############
29. "OverallCond" 0.000000 ###############
30. "RoofStyle" 0.000000 ###############
31. "RoofMatl" 0.000000 ###############
32. "MasVnrType" 0.000000 ###############
33. "MasVnrArea" 0.000000 ###############
34. "ExterCond" 0.000000 ###############
35. "Foundation" 0.000000 ###############
36. "BsmtCond" 0.000000 ###############
37. "BsmtFinType1" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "3SsnPorch" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "2ndFlrSF" 0.000000 ###############
45. "LowQualFinSF" 0.000000 ###############
46. "BsmtFullBath" 0.000000 ###############
47. "BsmtHalfBath" 0.000000 ###############
48. "HeatingQC" 0.000000 ###############
49. "BedroomAbvGr" 0.000000 ###############
50. "KitchenAbvGr" 0.000000 ###############
51. "TotRmsAbvGrd" 0.000000 ###############
52. "Functional" 0.000000 ###############
53. "Fireplaces" 0.000000 ###############
54. "FireplaceQu" 0.000000 ###############
55. "GarageYrBlt" 0.000000 ###############
56. "GarageCars" 0.000000 ###############
57. "GarageQual" 0.000000 ###############
58. "GarageCond" 0.000000 ###############
59. "PavedDrive" 0.000000 ###############
60. "WoodDeckSF" 0.000000 ###############
61. "EnclosedPorch" 0.000000 ###############
62. "ScreenPorch" 0.000000 ###############
63. "PoolArea" 0.000000 ###############
64. "PoolQC" 0.000000 ###############
65. "Fence" 0.000000 ###############
66. "MiscFeature" 0.000000 ###############
67. "LotArea" -0.002146 ###############
68. "LotShape" -0.002146 ###############
69. "Id" -0.002146 ###############
70. "FullBath" -0.002146 ###############
71. "GarageType" -0.002146 ###############
72. "MoSold" -0.002146 ###############
73. "LotConfig" -0.002146 ###############
74. "Neighborhood" -0.004292 ###############
75. "Exterior1st" -0.004292 ###############
76. "OverallQual" -0.004292 ###############
77. "GarageArea" -0.006438 ###############
78. "OpenPorchSF" -0.015021 ##############
79. "TotalBsmtSF" -0.429185 #
80. "GrLivArea" -0.463519
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OverallQual" 0.057940 ################
2. "TotRmsAbvGrd" 0.057940 ################
3. "GrLivArea" 0.042918 ############
4. "GarageArea" 0.021459 #######
5. "Exterior2nd" 0.017167 ######
6. "LotArea" 0.008584 ####
7. "YrSold" 0.006438 ####
8. "BsmtUnfSF" 0.006438 ###
9. "BsmtFullBath" 0.004292 ###
10. "GarageYrBlt" 0.004292 ###
11. "1stFlrSF" 0.002146 ###
12. "MasVnrType" 0.002146 ##
13. "LotFrontage" 0.002146 ##
14. "RoofStyle" 0.002146 ##
15. "MasVnrArea" 0.002146 ##
16. "BsmtExposure" 0.002146 ##
17. "FullBath" 0.002146 ##
18. "Neighborhood" 0.002146 ##
19. "Fireplaces" 0.002146 ##
20. "BedroomAbvGr" 0.002146 ##
21. "WoodDeckSF" 0.000000 ##
22. "MSSubClass" 0.000000 ##
23. "HouseStyle" 0.000000 ##
24. "OverallCond" 0.000000 ##
25. "BsmtFinSF1" 0.000000 ##
26. "GarageType" 0.000000 ##
27. "GarageCars" 0.000000 ##
28. "LowQualFinSF" 0.000000 ##
29. "2ndFlrSF" 0.000000 ##
30. "ExterCond" 0.000000 ##
31. "HeatingQC" 0.000000 ##
32. "BsmtCond" 0.000000 ##
33. "MSZoning" 0.000000 ##
34. "Electrical" 0.000000 ##
35. "Street" 0.000000 ##
36. "BsmtFinType2" 0.000000 ##
37. "BsmtFinSF2" 0.000000 ##
38. "Alley" 0.000000 ##
39. "CentralAir" 0.000000 ##
40. "Heating" 0.000000 ##
41. "BsmtHalfBath" 0.000000 ##
42. "KitchenAbvGr" 0.000000 ##
43. "LandContour" 0.000000 ##
44. "Functional" 0.000000 ##
45. "Utilities" 0.000000 ##
46. "3SsnPorch" 0.000000 ##
47. "LandSlope" 0.000000 ##
48. "Condition1" 0.000000 ##
49. "Condition2" 0.000000 ##
50. "GarageQual" 0.000000 ##
51. "GarageCond" 0.000000 ##
52. "PavedDrive" 0.000000 ##
53. "BldgType" 0.000000 ##
54. "EnclosedPorch" 0.000000 ##
55. "ScreenPorch" 0.000000 ##
56. "PoolArea" 0.000000 ##
57. "PoolQC" 0.000000 ##
58. "Fence" 0.000000 ##
59. "MiscFeature" 0.000000 ##
60. "MiscVal" 0.000000 ##
61. "RoofMatl" 0.000000 ##
62. "SaleType" 0.000000 ##
63. "HalfBath" -0.000000 ##
64. "FireplaceQu" -0.002146 ##
65. "LotShape" -0.002146 #
66. "Exterior1st" -0.002146 #
67. "LotConfig" -0.002146 #
68. "SaleCondition" -0.002146 #
69. "BsmtQual" -0.004292 #
70. "BsmtFinType1" -0.004292 #
71. "OpenPorchSF" -0.004292 #
72. "Foundation" -0.004292 #
73. "ExterQual" -0.004292 #
74. "MoSold" -0.004292 #
75. "Id" -0.004292 #
76. "KitchenQual" -0.006438
77. "YearBuilt" -0.008584
78. "YearRemodAdd" -0.008584
79. "GarageFinish" -0.008584
80. "TotalBsmtSF" -0.010730
1. "GarageArea" 0.010730 ################
2. "TotalBsmtSF" 0.010730 ################
3. "GrLivArea" 0.006438 ###############
4. "Fireplaces" 0.006438 ###############
5. "HeatingQC" 0.006438 ###############
6. "LotArea" 0.004292 ###############
7. "YrSold" 0.004292 ###############
8. "YearBuilt" 0.002146 ###############
9. "TotRmsAbvGrd" 0.002146 ###############
10. "Exterior1st" 0.002146 ###############
11. "BsmtQual" 0.002146 ###############
12. "1stFlrSF" 0.002146 ###############
13. "Neighborhood" 0.002146 ###############
14. "BsmtExposure" 0.002146 ###############
15. "FullBath" 0.002146 ###############
16. "ExterQual" 0.002146 ###############
17. "Id" 0.000000 ###############
18. "MSSubClass" 0.000000 ###############
19. "MSZoning" 0.000000 ###############
20. "LotFrontage" 0.000000 ###############
21. "Street" 0.000000 ###############
22. "Alley" 0.000000 ###############
23. "LandContour" 0.000000 ###############
24. "Utilities" 0.000000 ###############
25. "LandSlope" 0.000000 ###############
26. "Condition1" 0.000000 ###############
27. "Condition2" 0.000000 ###############
28. "BldgType" 0.000000 ###############
29. "HouseStyle" 0.000000 ###############
30. "OverallCond" 0.000000 ###############
31. "RoofMatl" 0.000000 ###############
32. "Exterior2nd" 0.000000 ###############
33. "MasVnrType" 0.000000 ###############
34. "ExterCond" 0.000000 ###############
35. "Foundation" 0.000000 ###############
36. "BsmtCond" 0.000000 ###############
37. "BsmtFinSF1" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "3SsnPorch" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "LowQualFinSF" 0.000000 ###############
45. "BsmtHalfBath" 0.000000 ###############
46. "HalfBath" 0.000000 ###############
47. "BedroomAbvGr" 0.000000 ###############
48. "KitchenAbvGr" 0.000000 ###############
49. "KitchenQual" 0.000000 ###############
50. "Functional" 0.000000 ###############
51. "FireplaceQu" 0.000000 ###############
52. "GarageType" 0.000000 ###############
53. "GarageYrBlt" 0.000000 ###############
54. "GarageFinish" 0.000000 ###############
55. "GarageCars" 0.000000 ###############
56. "GarageQual" 0.000000 ###############
57. "GarageCond" 0.000000 ###############
58. "PavedDrive" 0.000000 ###############
59. "EnclosedPorch" 0.000000 ###############
60. "ScreenPorch" 0.000000 ###############
61. "PoolArea" 0.000000 ###############
62. "PoolQC" 0.000000 ###############
63. "Fence" 0.000000 ###############
64. "MiscFeature" 0.000000 ###############
65. "MiscVal" 0.000000 ###############
66. "MoSold" 0.000000 ###############
67. "SaleType" 0.000000 ###############
68. "SaleCondition" 0.000000 ###############
69. "BsmtFullBath" -0.002146 ###############
70. "2ndFlrSF" -0.002146 ###############
71. "RoofStyle" -0.002146 ###############
72. "BsmtUnfSF" -0.002146 ###############
73. "LotShape" -0.002146 ###############
74. "WoodDeckSF" -0.002146 ###############
75. "YearRemodAdd" -0.004292 ###############
76. "BsmtFinType1" -0.006438 ###############
77. "MasVnrArea" -0.006438 ###############
78. "LotConfig" -0.006438 ###############
79. "OpenPorchSF" -0.008584 ###############
80. "OverallQual" -0.493562
1. "OverallQual" 0.042918 ################
2. "GarageArea" 0.032189 ###############
3. "GrLivArea" 0.025751 ###############
4. "Neighborhood" 0.019313 ###############
5. "MasVnrType" 0.017167 ###############
6. "GarageYrBlt" 0.017167 ###############
7. "BsmtQual" 0.015021 ##############
8. "FireplaceQu" 0.015021 ##############
9. "YearRemodAdd" 0.012876 ##############
10. "OpenPorchSF" 0.012876 ##############
11. "LotArea" 0.010730 ##############
12. "MasVnrArea" 0.010730 ##############
13. "2ndFlrSF" 0.010730 ##############
14. "TotRmsAbvGrd" 0.010730 ##############
15. "TotalBsmtSF" 0.006438 ##############
16. "Exterior1st" 0.006438 ##############
17. "BsmtFinSF1" 0.006438 ##############
18. "YrSold" 0.006438 ##############
19. "LotFrontage" 0.004292 ##############
20. "BsmtExposure" 0.004292 ##############
21. "GarageType" 0.002146 ##############
22. "BedroomAbvGr" 0.002146 ##############
23. "LotShape" 0.002146 ##############
24. "YearBuilt" 0.002146 ##############
25. "WoodDeckSF" 0.002146 ##############
26. "Id" 0.000000 ##############
27. "LandSlope" 0.000000 ##############
28. "Condition1" 0.000000 ##############
29. "Condition2" 0.000000 ##############
30. "BldgType" 0.000000 ##############
31. "RoofStyle" 0.000000 ##############
32. "RoofMatl" 0.000000 ##############
33. "Exterior2nd" 0.000000 ##############
34. "ExterQual" 0.000000 ##############
35. "ExterCond" 0.000000 ##############
36. "Foundation" 0.000000 ##############
37. "BsmtCond" 0.000000 ##############
38. "BsmtFinType2" 0.000000 ##############
39. "BsmtFinSF2" 0.000000 ##############
40. "Heating" 0.000000 ##############
41. "3SsnPorch" 0.000000 ##############
42. "CentralAir" 0.000000 ##############
43. "Electrical" 0.000000 ##############
44. "LowQualFinSF" 0.000000 ##############
45. "BsmtFullBath" 0.000000 ##############
46. "BsmtHalfBath" 0.000000 ##############
47. "KitchenAbvGr" 0.000000 ##############
48. "Functional" 0.000000 ##############
49. "MSZoning" 0.000000 ##############
50. "GarageFinish" 0.000000 ##############
51. "GarageCars" 0.000000 ##############
52. "Street" 0.000000 ##############
53. "GarageQual" 0.000000 ##############
54. "GarageCond" 0.000000 ##############
55. "PavedDrive" 0.000000 ##############
56. "Alley" 0.000000 ##############
57. "LandContour" 0.000000 ##############
58. "EnclosedPorch" 0.000000 ##############
59. "ScreenPorch" 0.000000 ##############
60. "PoolArea" 0.000000 ##############
61. "PoolQC" 0.000000 ##############
62. "Fence" 0.000000 ##############
63. "MiscFeature" 0.000000 ##############
64. "MiscVal" 0.000000 ##############
65. "MoSold" 0.000000 ##############
66. "Utilities" 0.000000 ##############
67. "SaleType" 0.000000 ##############
68. "SaleCondition" 0.000000 ##############
69. "HouseStyle" -0.002146 ##############
70. "HeatingQC" -0.002146 ##############
71. "MSSubClass" -0.002146 ##############
72. "FullBath" -0.002146 ##############
73. "HalfBath" -0.002146 ##############
74. "LotConfig" -0.002146 ##############
75. "OverallCond" -0.002146 ##############
76. "Fireplaces" -0.004292 ##############
77. "KitchenQual" -0.006438 ##############
78. "BsmtUnfSF" -0.008584 ##############
79. "BsmtFinType1" -0.019313 #############
80. "1stFlrSF" -0.388412
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageArea" 0.181034 ################
2. "WoodDeckSF" 0.174569 ###############
3. "ExterQual" 0.174569 ###############
4. "LotArea" 0.049569 ##########
5. "Exterior2nd" 0.017241 #########
6. "YrSold" 0.016164 #########
7. "YearBuilt" 0.012931 #########
8. "1stFlrSF" 0.007543 #########
9. "KitchenQual" 0.007543 #########
10. "TotRmsAbvGrd" 0.005388 #########
11. "GarageCars" 0.005388 #########
12. "MSSubClass" 0.004310 #########
13. "SaleCondition" 0.004310 #########
14. "MoSold" 0.004310 #########
15. "LotShape" 0.003233 ########
16. "BsmtExposure" 0.003233 ########
17. "OverallCond" 0.002155 ########
18. "MSZoning" 0.002155 ########
19. "LotConfig" 0.002155 ########
20. "HouseStyle" 0.002155 ########
21. "GarageType" 0.002155 ########
22. "LotFrontage" 0.001078 ########
23. "Electrical" 0.001078 ########
24. "CentralAir" 0.001078 ########
25. "GarageQual" 0.001078 ########
26. "PavedDrive" 0.001078 ########
27. "Condition1" 0.001078 ########
28. "BedroomAbvGr" 0.001078 ########
29. "BsmtUnfSF" 0.001078 ########
30. "ExterCond" 0.001078 ########
31. "SaleType" 0.001078 ########
32. "BsmtFinType1" 0.001078 ########
33. "Foundation" 0.001078 ########
34. "Street" 0.000000 ########
35. "Alley" 0.000000 ########
36. "LandContour" 0.000000 ########
37. "Utilities" 0.000000 ########
38. "BsmtCond" 0.000000 ########
39. "Heating" 0.000000 ########
40. "RoofMatl" 0.000000 ########
41. "Functional" 0.000000 ########
42. "BsmtHalfBath" 0.000000 ########
43. "BldgType" 0.000000 ########
44. "Condition2" 0.000000 ########
45. "BsmtFinType2" 0.000000 ########
46. "KitchenAbvGr" 0.000000 ########
47. "EnclosedPorch" 0.000000 ########
48. "ScreenPorch" 0.000000 ########
49. "LowQualFinSF" 0.000000 ########
50. "PoolQC" 0.000000 ########
51. "Fence" 0.000000 ########
52. "MiscFeature" 0.000000 ########
53. "MiscVal" 0.000000 ########
54. "LandSlope" 0.000000 ########
55. "3SsnPorch" 0.000000 ########
56. "PoolArea" 0.000000 ########
57. "HalfBath" -0.000000 ########
58. "BsmtFinSF2" -0.001078 ########
59. "GarageCond" -0.001078 ########
60. "RoofStyle" -0.002155 ########
61. "MasVnrType" -0.003233 ########
62. "BsmtQual" -0.004310 ########
63. "BsmtFinSF1" -0.006466 ########
64. "BsmtFullBath" -0.008621 ########
65. "OpenPorchSF" -0.010776 ########
66. "2ndFlrSF" -0.015086 ########
67. "GarageYrBlt" -0.021552 ########
68. "Exterior1st" -0.021552 ########
69. "HeatingQC" -0.028017 #######
70. "GrLivArea" -0.031250 #######
71. "YearRemodAdd" -0.062500 ######
72. "Fireplaces" -0.064655 ######
73. "TotalBsmtSF" -0.073276 #####
74. "Id" -0.078664 #####
75. "MasVnrArea" -0.084052 #####
76. "FireplaceQu" -0.095905 #####
77. "OverallQual" -0.126078 ###
78. "FullBath" -0.128233 ###
79. "Neighborhood" -0.147629 ###
80. "GarageFinish" -0.225216
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "MSSubClass" 0.017167 ################
2. "GarageFinish" 0.008584 ##########
3. "FireplaceQu" 0.006438 #########
4. "LotFrontage" 0.006438 #########
5. "GarageArea" 0.006438 #########
6. "YearBuilt" 0.006438 #########
7. "GarageYrBlt" 0.006438 #########
8. "Neighborhood" 0.006438 #########
9. "TotalBsmtSF" 0.006438 #########
10. "MasVnrType" 0.004292 ########
11. "LotArea" 0.004292 ########
12. "BsmtUnfSF" 0.004292 ########
13. "OverallQual" 0.002146 ######
14. "GarageCars" 0.002146 ######
15. "BsmtFinType1" 0.002146 ######
16. "MoSold" 0.002146 ######
17. "YrSold" 0.002146 ######
18. "Street" 0.000000 #####
19. "Alley" 0.000000 #####
20. "LandContour" 0.000000 #####
21. "Utilities" 0.000000 #####
22. "YearRemodAdd" 0.000000 #####
23. "LandSlope" 0.000000 #####
24. "Condition1" 0.000000 #####
25. "Condition2" 0.000000 #####
26. "BldgType" 0.000000 #####
27. "HouseStyle" 0.000000 #####
28. "OverallCond" 0.000000 #####
29. "RoofStyle" 0.000000 #####
30. "RoofMatl" 0.000000 #####
31. "Exterior1st" 0.000000 #####
32. "Exterior2nd" 0.000000 #####
33. "MasVnrArea" 0.000000 #####
34. "ExterCond" 0.000000 #####
35. "HeatingQC" 0.000000 #####
36. "BsmtCond" 0.000000 #####
37. "BsmtFinSF1" 0.000000 #####
38. "BsmtFinType2" 0.000000 #####
39. "BsmtFinSF2" 0.000000 #####
40. "Heating" 0.000000 #####
41. "HalfBath" 0.000000 #####
42. "CentralAir" 0.000000 #####
43. "Electrical" 0.000000 #####
44. "LowQualFinSF" 0.000000 #####
45. "BsmtFullBath" 0.000000 #####
46. "BsmtHalfBath" 0.000000 #####
47. "FullBath" 0.000000 #####
48. "BedroomAbvGr" 0.000000 #####
49. "KitchenAbvGr" 0.000000 #####
50. "TotRmsAbvGrd" 0.000000 #####
51. "Functional" 0.000000 #####
52. "GarageType" 0.000000 #####
53. "GarageQual" 0.000000 #####
54. "GarageCond" 0.000000 #####
55. "PavedDrive" 0.000000 #####
56. "EnclosedPorch" 0.000000 #####
57. "3SsnPorch" 0.000000 #####
58. "ScreenPorch" 0.000000 #####
59. "PoolArea" 0.000000 #####
60. "PoolQC" 0.000000 #####
61. "Fence" 0.000000 #####
62. "MiscFeature" 0.000000 #####
63. "MiscVal" 0.000000 #####
64. "LotConfig" 0.000000 #####
65. "MSZoning" 0.000000 #####
66. "SaleType" 0.000000 #####
67. "WoodDeckSF" -0.002146 ####
68. "BsmtQual" -0.002146 ####
69. "Fireplaces" -0.002146 ####
70. "BsmtExposure" -0.002146 ####
71. "2ndFlrSF" -0.002146 ####
72. "Foundation" -0.002146 ####
73. "ExterQual" -0.002146 ####
74. "Id" -0.002146 ####
75. "LotShape" -0.002146 ####
76. "SaleCondition" -0.002146 ####
77. "1stFlrSF" -0.004292 ##
78. "KitchenQual" -0.004292 ##
79. "OpenPorchSF" -0.006438 #
80. "GrLivArea" -0.008584
1. "1stFlrSF" 0.341202 ################
2. "LotShape" 0.315451 ###############
3. "YearBuilt" 0.083691 ########
4. "OverallQual" 0.066524 ########
5. "ExterQual" 0.042918 #######
6. "GarageCars" 0.032189 #######
7. "FireplaceQu" 0.027897 #######
8. "Foundation" 0.021459 ######
9. "GrLivArea" 0.021459 ######
10. "BsmtFinType1" 0.021459 ######
11. "MSSubClass" 0.019313 ######
12. "BsmtFinSF1" 0.017167 ######
13. "Exterior1st" 0.015021 ######
14. "FullBath" 0.012876 ######
15. "Fireplaces" 0.012876 ######
16. "HeatingQC" 0.010730 ######
17. "OverallCond" 0.008584 ######
18. "MasVnrType" 0.006438 ######
19. "HouseStyle" 0.006438 ######
20. "YrSold" 0.004292 ######
21. "Fence" 0.004292 ######
22. "HalfBath" 0.004292 ######
23. "KitchenQual" 0.004292 ######
24. "BedroomAbvGr" 0.004292 ######
25. "Id" 0.002146 ######
26. "SaleType" 0.002146 ######
27. "LotConfig" 0.002146 ######
28. "GarageQual" 0.002146 ######
29. "ExterCond" 0.002146 ######
30. "RoofStyle" 0.000000 ######
31. "Utilities" 0.000000 ######
32. "ScreenPorch" 0.000000 ######
33. "EnclosedPorch" 0.000000 ######
34. "Street" 0.000000 ######
35. "Alley" 0.000000 ######
36. "LandContour" 0.000000 ######
37. "3SsnPorch" 0.000000 ######
38. "LandSlope" 0.000000 ######
39. "PavedDrive" 0.000000 ######
40. "Condition1" 0.000000 ######
41. "Condition2" 0.000000 ######
42. "BldgType" 0.000000 ######
43. "GarageCond" 0.000000 ######
44. "RoofMatl" 0.000000 ######
45. "Electrical" 0.000000 ######
46. "Heating" 0.000000 ######
47. "LowQualFinSF" 0.000000 ######
48. "BsmtFinType2" 0.000000 ######
49. "BsmtHalfBath" 0.000000 ######
50. "BsmtCond" 0.000000 ######
51. "Functional" 0.000000 ######
52. "BsmtFinSF2" 0.000000 ######
53. "KitchenAbvGr" 0.000000 ######
54. "PoolArea" 0.000000 ######
55. "PoolQC" 0.000000 ######
56. "MiscFeature" 0.000000 ######
57. "MiscVal" 0.000000 ######
58. "CentralAir" 0.000000 ######
59. "SaleCondition" -0.002146 ######
60. "MSZoning" -0.002146 ######
61. "Neighborhood" -0.004292 ######
62. "BsmtFullBath" -0.004292 ######
63. "GarageArea" -0.010730 ######
64. "GarageFinish" -0.010730 ######
65. "LotFrontage" -0.015021 #####
66. "OpenPorchSF" -0.019313 #####
67. "TotRmsAbvGrd" -0.034335 #####
68. "Exterior2nd" -0.036481 #####
69. "GarageType" -0.038627 #####
70. "WoodDeckSF" -0.042918 #####
71. "MoSold" -0.045064 #####
72. "BsmtQual" -0.049356 ####
73. "GarageYrBlt" -0.055794 ####
74. "TotalBsmtSF" -0.060086 ####
75. "YearRemodAdd" -0.070815 ####
76. "BsmtUnfSF" -0.075107 ####
77. "BsmtExposure" -0.079399 ####
78. "LotArea" -0.152361 ##
79. "2ndFlrSF" -0.156652 #
80. "MasVnrArea" -0.225322
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageFinish" 0.182540 ################
2. "YearRemodAdd" 0.119048 ###########
3. "OverallQual" 0.064214 #######
4. "FireplaceQu" 0.061328 #######
5. "Neighborhood" 0.055556 #######
6. "HeatingQC" 0.049062 ######
7. "2ndFlrSF" 0.048341 ######
8. "TotalBsmtSF" 0.044733 ######
9. "WoodDeckSF" 0.041847 ######
10. "Fireplaces" 0.040404 ######
11. "GrLivArea" 0.038240 #####
12. "LotFrontage" 0.031746 #####
13. "1stFlrSF" 0.030303 #####
14. "MasVnrArea" 0.028139 #####
15. "KitchenQual" 0.027417 #####
16. "GarageType" 0.026696 #####
17. "Id" 0.025974 #####
18. "BsmtQual" 0.025253 ####
19. "GarageArea" 0.024531 ####
20. "GarageYrBlt" 0.022367 ####
21. "LotShape" 0.020202 ####
22. "LotConfig" 0.015152 ####
23. "Foundation" 0.012266 ####
24. "MoSold" 0.011544 ####
25. "OpenPorchSF" 0.011544 ####
26. "BsmtFinSF1" 0.010823 ###
27. "TotRmsAbvGrd" 0.008658 ###
28. "LotArea" 0.007937 ###
29. "Fence" 0.007215 ###
30. "GarageCars" 0.006494 ###
31. "Exterior2nd" 0.005051 ###
32. "MasVnrType" 0.002886 ###
33. "Exterior1st" 0.002165 ###
34. "HouseStyle" 0.002165 ###
35. "HalfBath" 0.001443 ###
36. "BsmtUnfSF" 0.001443 ###
37. "BldgType" 0.000722 ###
38. "BsmtExposure" 0.000000 ###
39. "OverallCond" 0.000000 ###
40. "SaleCondition" 0.000000 ###
41. "Condition1" 0.000000 ###
42. "Condition2" 0.000000 ###
43. "RoofMatl" 0.000000 ###
44. "ExterCond" 0.000000 ###
45. "CentralAir" 0.000000 ###
46. "Heating" 0.000000 ###
47. "LowQualFinSF" 0.000000 ###
48. "BsmtFinSF2" 0.000000 ###
49. "BsmtHalfBath" 0.000000 ###
50. "PoolQC" 0.000000 ###
51. "KitchenAbvGr" 0.000000 ###
52. "BsmtFinType2" 0.000000 ###
53. "Functional" 0.000000 ###
54. "BsmtCond" 0.000000 ###
55. "Utilities" 0.000000 ###
56. "MSZoning" 0.000000 ###
57. "GarageQual" 0.000000 ###
58. "GarageCond" 0.000000 ###
59. "PavedDrive" 0.000000 ###
60. "Street" 0.000000 ###
61. "Alley" 0.000000 ###
62. "EnclosedPorch" 0.000000 ###
63. "LandContour" 0.000000 ###
64. "ScreenPorch" 0.000000 ###
65. "PoolArea" 0.000000 ###
66. "Electrical" 0.000000 ###
67. "MiscFeature" 0.000000 ###
68. "MiscVal" 0.000000 ###
69. "LandSlope" 0.000000 ###
70. "3SsnPorch" 0.000000 ###
71. "BedroomAbvGr" -0.000722 ###
72. "SaleType" -0.000722 ###
73. "RoofStyle" -0.001443 ###
74. "FullBath" -0.002886 ###
75. "ExterQual" -0.003608 ##
76. "BsmtFullBath" -0.010101 ##
77. "MSSubClass" -0.018759 #
78. "BsmtFinType1" -0.023088 #
79. "YrSold" -0.028860 #
80. "YearBuilt" -0.046176
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtFinSF1" 0.274678 ################
2. "BsmtUnfSF" 0.148069 #########
3. "Id" 0.075107 #####
4. "ExterQual" 0.070815 #####
5. "BsmtExposure" 0.068670 #####
6. "LotShape" 0.055794 ####
7. "GarageArea" 0.040773 ####
8. "LotArea" 0.036481 ###
9. "YrSold" 0.030043 ###
10. "HouseStyle" 0.015021 ##
11. "1stFlrSF" 0.008584 ##
12. "Exterior2nd" 0.008584 ##
13. "MasVnrType" 0.008584 ##
14. "2ndFlrSF" 0.006438 ##
15. "YearRemodAdd" 0.006438 ##
16. "TotRmsAbvGrd" 0.004292 ##
17. "RoofStyle" 0.004292 ##
18. "FullBath" 0.004292 ##
19. "LotConfig" 0.002146 ##
20. "HeatingQC" 0.002146 ##
21. "HalfBath" 0.002146 ##
22. "LandSlope" 0.000000 ##
23. "BsmtFinType2" 0.000000 ##
24. "LowQualFinSF" 0.000000 ##
25. "Street" 0.000000 ##
26. "Alley" 0.000000 ##
27. "KitchenAbvGr" 0.000000 ##
28. "Utilities" 0.000000 ##
29. "BsmtHalfBath" 0.000000 ##
30. "PoolQC" 0.000000 ##
31. "Condition1" 0.000000 ##
32. "Condition2" 0.000000 ##
33. "ScreenPorch" 0.000000 ##
34. "GarageCond" 0.000000 ##
35. "PoolArea" 0.000000 ##
36. "MiscFeature" 0.000000 ##
37. "RoofMatl" 0.000000 ##
38. "3SsnPorch" 0.000000 ##
39. "MiscVal" 0.000000 ##
40. "BsmtCond" 0.000000 ##
41. "Functional" 0.000000 ##
42. "Heating" 0.000000 ##
43. "GarageType" -0.000000 ##
44. "MSZoning" -0.000000 ##
45. "LandContour" -0.000000 ##
46. "PavedDrive" -0.000000 ##
47. "GarageQual" -0.000000 ##
48. "Electrical" -0.000000 ##
49. "Fence" -0.000000 ##
50. "CentralAir" -0.000000 ##
51. "BsmtFinSF2" -0.000000 ##
52. "MoSold" -0.000000 ##
53. "ExterCond" -0.000000 ##
54. "EnclosedPorch" -0.000000 ##
55. "BldgType" -0.000000 ##
56. "GarageFinish" -0.000000 ##
57. "BedroomAbvGr" -0.000000 ##
58. "GarageYrBlt" -0.002146 #
59. "MSSubClass" -0.002146 #
60. "OverallCond" -0.002146 #
61. "Exterior1st" -0.004292 #
62. "GarageCars" -0.004292 #
63. "BsmtQual" -0.004292 #
64. "Fireplaces" -0.004292 #
65. "WoodDeckSF" -0.004292 #
66. "BsmtFullBath" -0.004292 #
67. "OpenPorchSF" -0.006438 #
68. "Foundation" -0.006438 #
69. "TotalBsmtSF" -0.006438 #
70. "GrLivArea" -0.008584 #
71. "KitchenQual" -0.010730 #
72. "YearBuilt" -0.012876 #
73. "OverallQual" -0.019313 #
74. "Neighborhood" -0.025751
75. "LotFrontage" -0.030043
76. "FireplaceQu" -0.032189
77. "MasVnrArea" -0.034335
78. "SaleType" -0.034335
79. "SaleCondition" -0.034335
80. "BsmtFinType1" -0.040773
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "WoodDeckSF" 0.264009 ################
2. "YearBuilt" 0.259698 ###############
3. "OverallQual" 0.257543 ###############
4. "1stFlrSF" 0.018319 #
5. "ExterQual" 0.017241 #
6. "OpenPorchSF" 0.015086 #
7. "GarageArea" 0.004310 #
8. "Foundation" 0.004310 #
9. "MasVnrType" 0.003233 #
10. "GarageYrBlt" 0.002155 #
11. "YearRemodAdd" 0.002155 #
12. "SaleType" 0.002155 #
13. "OverallCond" 0.001078
14. "LotFrontage" 0.001078
15. "BsmtExposure" 0.000000
16. "Utilities" 0.000000
17. "3SsnPorch" 0.000000
18. "LandSlope" 0.000000
19. "Alley" 0.000000
20. "Condition1" 0.000000
21. "Condition2" 0.000000
22. "BldgType" 0.000000
23. "Functional" 0.000000
24. "RoofStyle" 0.000000
25. "RoofMatl" 0.000000
26. "KitchenAbvGr" 0.000000
27. "KitchenQual" 0.000000
28. "ExterCond" 0.000000
29. "GarageCond" 0.000000
30. "LowQualFinSF" 0.000000
31. "BsmtCond" 0.000000
32. "BsmtHalfBath" 0.000000
33. "MSZoning" 0.000000
34. "Electrical" 0.000000
35. "BsmtFinType2" 0.000000
36. "BsmtFinSF2" 0.000000
37. "CentralAir" 0.000000
38. "Heating" 0.000000
39. "PavedDrive" 0.000000
40. "GarageQual" 0.000000
41. "Street" 0.000000
42. "EnclosedPorch" 0.000000
43. "ScreenPorch" 0.000000
44. "PoolArea" 0.000000
45. "PoolQC" 0.000000
46. "Fence" 0.000000
47. "MiscFeature" 0.000000
48. "MiscVal" 0.000000
49. "LandContour" 0.000000
50. "TotalBsmtSF" -0.000000
51. "BedroomAbvGr" -0.001078
52. "SaleCondition" -0.001078
53. "LotConfig" -0.001078
54. "BsmtFullBath" -0.001078
55. "GarageType" -0.001078
56. "FireplaceQu" -0.001078
57. "Exterior2nd" -0.001078
58. "MSSubClass" -0.002155
59. "HouseStyle" -0.002155
60. "HeatingQC" -0.002155
61. "Fireplaces" -0.002155
62. "TotRmsAbvGrd" -0.002155
63. "MasVnrArea" -0.003233
64. "MoSold" -0.003233
65. "Id" -0.003233
66. "BsmtQual" -0.003233
67. "YrSold" -0.003233
68. "HalfBath" -0.004310
69. "GarageFinish" -0.004310
70. "2ndFlrSF" -0.004310
71. "FullBath" -0.004310
72. "Neighborhood" -0.005388
73. "Exterior1st" -0.007543
74. "LotShape" -0.008621
75. "BsmtFinSF1" -0.009698
76. "GarageCars" -0.009698
77. "BsmtUnfSF" -0.010776
78. "LotArea" -0.010776
79. "BsmtFinType1" -0.011853
80. "GrLivArea" -0.016164
1. "LotArea" 0.017167 ################
2. "ExterQual" 0.012876 ###############
3. "GarageArea" 0.010730 ###############
4. "BsmtFullBath" 0.008584 ###############
5. "GarageType" 0.008584 ###############
6. "GarageCars" 0.006438 ###############
7. "Neighborhood" 0.006438 ###############
8. "Exterior2nd" 0.006438 ###############
9. "OpenPorchSF" 0.006438 ###############
10. "YearRemodAdd" 0.004292 ###############
11. "Fireplaces" 0.004292 ###############
12. "GrLivArea" 0.004292 ###############
13. "MSSubClass" 0.002146 ###############
14. "LotShape" 0.002146 ###############
15. "Foundation" 0.002146 ###############
16. "BsmtUnfSF" 0.002146 ###############
17. "Id" 0.002146 ###############
18. "Exterior1st" 0.002146 ###############
19. "WoodDeckSF" 0.002146 ###############
20. "Alley" 0.000000 ###############
21. "LandContour" 0.000000 ###############
22. "Utilities" 0.000000 ###############
23. "LandSlope" 0.000000 ###############
24. "Condition1" 0.000000 ###############
25. "Condition2" 0.000000 ###############
26. "BldgType" 0.000000 ###############
27. "HouseStyle" 0.000000 ###############
28. "OverallCond" 0.000000 ###############
29. "YearBuilt" 0.000000 ###############
30. "LotConfig" 0.000000 ###############
31. "RoofStyle" 0.000000 ###############
32. "RoofMatl" 0.000000 ###############
33. "MasVnrType" 0.000000 ###############
34. "MasVnrArea" 0.000000 ###############
35. "ExterCond" 0.000000 ###############
36. "BsmtQual" 0.000000 ###############
37. "BsmtCond" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "HeatingQC" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "1stFlrSF" 0.000000 ###############
45. "LowQualFinSF" 0.000000 ###############
46. "BsmtHalfBath" 0.000000 ###############
47. "BedroomAbvGr" 0.000000 ###############
48. "KitchenAbvGr" 0.000000 ###############
49. "KitchenQual" 0.000000 ###############
50. "Functional" 0.000000 ###############
51. "3SsnPorch" 0.000000 ###############
52. "GarageFinish" 0.000000 ###############
53. "MSZoning" 0.000000 ###############
54. "GarageQual" 0.000000 ###############
55. "GarageCond" 0.000000 ###############
56. "PavedDrive" 0.000000 ###############
57. "LotFrontage" 0.000000 ###############
58. "Street" 0.000000 ###############
59. "EnclosedPorch" 0.000000 ###############
60. "SaleCondition" 0.000000 ###############
61. "ScreenPorch" 0.000000 ###############
62. "PoolArea" 0.000000 ###############
63. "PoolQC" 0.000000 ###############
64. "Fence" 0.000000 ###############
65. "MiscFeature" 0.000000 ###############
66. "MiscVal" 0.000000 ###############
67. "MoSold" 0.000000 ###############
68. "YrSold" 0.000000 ###############
69. "SaleType" 0.000000 ###############
70. "BsmtFinType1" -0.002146 ###############
71. "BsmtExposure" -0.002146 ###############
72. "HalfBath" -0.004292 ###############
73. "BsmtFinSF1" -0.004292 ###############
74. "2ndFlrSF" -0.004292 ###############
75. "TotRmsAbvGrd" -0.004292 ###############
76. "FullBath" -0.004292 ###############
77. "GarageYrBlt" -0.004292 ###############
78. "OverallQual" -0.008584 ###############
79. "FireplaceQu" -0.515021
80. "TotalBsmtSF" -0.534335
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.038961 ################
2. "2ndFlrSF" 0.035354 ###############
3. "YearRemodAdd" 0.015152 #############
4. "GrLivArea" 0.013709 #############
5. "Exterior1st" 0.009380 #############
6. "Fireplaces" 0.007937 #############
7. "TotalBsmtSF" 0.007215 #############
8. "OpenPorchSF" 0.006494 #############
9. "YrSold" 0.006494 #############
10. "BsmtFinSF1" 0.005051 #############
11. "GarageCars" 0.005051 #############
12. "FullBath" 0.004329 ############
13. "GarageYrBlt" 0.004329 ############
14. "MasVnrArea" 0.003608 ############
15. "GarageArea" 0.002165 ############
16. "SaleType" 0.002165 ############
17. "BsmtQual" 0.002165 ############
18. "GarageType" 0.002165 ############
19. "LotFrontage" 0.001443 ############
20. "EnclosedPorch" 0.001443 ############
21. "BsmtExposure" 0.001443 ############
22. "RoofStyle" 0.001443 ############
23. "MasVnrType" 0.000722 ############
24. "MSSubClass" 0.000722 ############
25. "LotShape" 0.000722 ############
26. "MSZoning" 0.000000 ############
27. "Street" 0.000000 ############
28. "Alley" 0.000000 ############
29. "LandContour" 0.000000 ############
30. "Utilities" 0.000000 ############
31. "LandSlope" 0.000000 ############
32. "Condition1" 0.000000 ############
33. "Condition2" 0.000000 ############
34. "BldgType" 0.000000 ############
35. "RoofMatl" 0.000000 ############
36. "ExterCond" 0.000000 ############
37. "BsmtCond" 0.000000 ############
38. "BsmtFinType2" 0.000000 ############
39. "BsmtFinSF2" 0.000000 ############
40. "Heating" 0.000000 ############
41. "3SsnPorch" 0.000000 ############
42. "CentralAir" 0.000000 ############
43. "Electrical" 0.000000 ############
44. "LowQualFinSF" 0.000000 ############
45. "BsmtHalfBath" 0.000000 ############
46. "KitchenAbvGr" 0.000000 ############
47. "KitchenQual" 0.000000 ############
48. "Functional" 0.000000 ############
49. "FireplaceQu" 0.000000 ############
50. "GarageQual" 0.000000 ############
51. "GarageCond" 0.000000 ############
52. "PavedDrive" 0.000000 ############
53. "ScreenPorch" 0.000000 ############
54. "PoolArea" 0.000000 ############
55. "PoolQC" 0.000000 ############
56. "Fence" 0.000000 ############
57. "MiscFeature" 0.000000 ############
58. "MiscVal" 0.000000 ############
59. "OverallCond" -0.000000 ############
60. "HalfBath" -0.000000 ############
61. "BedroomAbvGr" -0.000000 ############
62. "HeatingQC" -0.000000 ############
63. "YearBuilt" -0.000722 ############
64. "Foundation" -0.000722 ############
65. "SaleCondition" -0.000722 ############
66. "BsmtUnfSF" -0.001443 ############
67. "MoSold" -0.001443 ############
68. "LotConfig" -0.002165 ############
69. "BsmtFinType1" -0.002886 ############
70. "OverallQual" -0.003608 ############
71. "ExterQual" -0.004329 ############
72. "HouseStyle" -0.004329 ############
73. "GarageFinish" -0.005051 ############
74. "WoodDeckSF" -0.005051 ############
75. "BsmtFullBath" -0.007215 ###########
76. "Exterior2nd" -0.007937 ###########
77. "TotRmsAbvGrd" -0.007937 ###########
78. "1stFlrSF" -0.012266 ###########
79. "Neighborhood" -0.058442 #######
80. "LotArea" -0.145743
1. "ExterQual" 0.023605 ################
2. "GrLivArea" 0.019313 ###############
3. "LotArea" 0.017167 ###############
4. "BsmtUnfSF" 0.017167 ###############
5. "Exterior2nd" 0.015021 ###############
6. "GarageArea" 0.015021 ###############
7. "GarageCars" 0.012876 ###############
8. "Neighborhood" 0.010730 ###############
9. "OpenPorchSF" 0.010730 ###############
10. "YearRemodAdd" 0.008584 ###############
11. "BsmtFinType1" 0.008584 ###############
12. "MasVnrType" 0.008584 ###############
13. "FireplaceQu" 0.008584 ###############
14. "GarageYrBlt" 0.008584 ###############
15. "Exterior1st" 0.006438 ###############
16. "1stFlrSF" 0.006438 ###############
17. "BsmtFinSF1" 0.004292 ###############
18. "LotFrontage" 0.004292 ###############
19. "LotConfig" 0.004292 ###############
20. "OverallQual" 0.004292 ###############
21. "LotShape" 0.002146 ###############
22. "BsmtFullBath" 0.002146 ###############
23. "HeatingQC" 0.002146 ###############
24. "HouseStyle" 0.002146 ###############
25. "2ndFlrSF" 0.002146 ###############
26. "Id" 0.002146 ###############
27. "BedroomAbvGr" 0.002146 ###############
28. "GarageType" 0.002146 ###############
29. "GarageFinish" 0.002146 ###############
30. "WoodDeckSF" 0.002146 ###############
31. "BldgType" 0.000000 ###############
32. "OverallCond" 0.000000 ###############
33. "YearBuilt" 0.000000 ###############
34. "RoofStyle" 0.000000 ###############
35. "RoofMatl" 0.000000 ###############
36. "ExterCond" 0.000000 ###############
37. "BsmtCond" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "3SsnPorch" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "LowQualFinSF" 0.000000 ###############
45. "BsmtHalfBath" 0.000000 ###############
46. "MSSubClass" 0.000000 ###############
47. "KitchenAbvGr" 0.000000 ###############
48. "KitchenQual" 0.000000 ###############
49. "Functional" 0.000000 ###############
50. "MSZoning" 0.000000 ###############
51. "Street" 0.000000 ###############
52. "Alley" 0.000000 ###############
53. "LandContour" 0.000000 ###############
54. "Utilities" 0.000000 ###############
55. "LandSlope" 0.000000 ###############
56. "GarageQual" 0.000000 ###############
57. "GarageCond" 0.000000 ###############
58. "PavedDrive" 0.000000 ###############
59. "Condition1" 0.000000 ###############
60. "Condition2" 0.000000 ###############
61. "EnclosedPorch" 0.000000 ###############
62. "ScreenPorch" 0.000000 ###############
63. "PoolArea" 0.000000 ###############
64. "PoolQC" 0.000000 ###############
65. "Fence" 0.000000 ###############
66. "MiscFeature" 0.000000 ###############
67. "MiscVal" 0.000000 ###############
68. "MoSold" 0.000000 ###############
69. "YrSold" 0.000000 ###############
70. "SaleType" 0.000000 ###############
71. "SaleCondition" 0.000000 ###############
72. "TotRmsAbvGrd" -0.002146 ##############
73. "BsmtExposure" -0.002146 ##############
74. "Fireplaces" -0.002146 ##############
75. "HalfBath" -0.004292 ##############
76. "Foundation" -0.004292 ##############
77. "BsmtQual" -0.004292 ##############
78. "FullBath" -0.006438 ##############
79. "TotalBsmtSF" -0.006438 ##############
80. "MasVnrArea" -0.384120
1. "Neighborhood" 0.017167 ################
2. "GrLivArea" 0.017167 ################
3. "Fireplaces" 0.015021 ##############
4. "Exterior1st" 0.010730 ###########
5. "MasVnrArea" 0.008584 ##########
6. "LotFrontage" 0.008584 ##########
7. "GarageFinish" 0.008584 ##########
8. "OpenPorchSF" 0.008584 ##########
9. "YearRemodAdd" 0.006438 ########
10. "MSSubClass" 0.006438 ########
11. "LotArea" 0.006438 ########
12. "1stFlrSF" 0.006438 ########
13. "BsmtFinSF1" 0.006438 ########
14. "FireplaceQu" 0.006438 ########
15. "GarageYrBlt" 0.006438 ########
16. "OverallQual" 0.004292 #######
17. "BsmtFullBath" 0.004292 #######
18. "KitchenQual" 0.004292 #######
19. "YearBuilt" 0.004292 #######
20. "BsmtUnfSF" 0.004292 #######
21. "HalfBath" 0.002146 #####
22. "WoodDeckSF" 0.002146 #####
23. "LandSlope" 0.000000 ####
24. "Condition1" 0.000000 ####
25. "Condition2" 0.000000 ####
26. "BldgType" 0.000000 ####
27. "HouseStyle" 0.000000 ####
28. "OverallCond" 0.000000 ####
29. "LotConfig" 0.000000 ####
30. "RoofStyle" 0.000000 ####
31. "RoofMatl" 0.000000 ####
32. "Exterior2nd" 0.000000 ####
33. "MasVnrType" 0.000000 ####
34. "ExterCond" 0.000000 ####
35. "Foundation" 0.000000 ####
36. "BsmtExposure" 0.000000 ####
37. "BsmtFinType2" 0.000000 ####
38. "BsmtFinSF2" 0.000000 ####
39. "TotalBsmtSF" 0.000000 ####
40. "Heating" 0.000000 ####
41. "HeatingQC" 0.000000 ####
42. "CentralAir" 0.000000 ####
43. "Electrical" 0.000000 ####
44. "2ndFlrSF" 0.000000 ####
45. "LowQualFinSF" 0.000000 ####
46. "BsmtHalfBath" 0.000000 ####
47. "FullBath" 0.000000 ####
48. "BedroomAbvGr" 0.000000 ####
49. "KitchenAbvGr" 0.000000 ####
50. "TotRmsAbvGrd" 0.000000 ####
51. "Functional" 0.000000 ####
52. "MSZoning" 0.000000 ####
53. "Street" 0.000000 ####
54. "GarageType" 0.000000 ####
55. "Alley" 0.000000 ####
56. "LandContour" 0.000000 ####
57. "GarageCars" 0.000000 ####
58. "GarageQual" 0.000000 ####
59. "GarageCond" 0.000000 ####
60. "PavedDrive" 0.000000 ####
61. "Utilities" 0.000000 ####
62. "Id" 0.000000 ####
63. "EnclosedPorch" 0.000000 ####
64. "3SsnPorch" 0.000000 ####
65. "ScreenPorch" 0.000000 ####
66. "PoolArea" 0.000000 ####
67. "PoolQC" 0.000000 ####
68. "Fence" 0.000000 ####
69. "MiscFeature" 0.000000 ####
70. "MiscVal" 0.000000 ####
71. "MoSold" 0.000000 ####
72. "SaleType" 0.000000 ####
73. "SaleCondition" 0.000000 ####
74. "ExterQual" -0.002146 ##
75. "GarageArea" -0.002146 ##
76. "BsmtCond" -0.002146 ##
77. "BsmtFinType1" -0.004292 #
78. "YrSold" -0.004292 #
79. "BsmtQual" -0.004292 #
80. "LotShape" -0.006438
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "MasVnrArea" 0.295259 ################
2. "OverallQual" 0.078664 #####
3. "FireplaceQu" 0.078664 #####
4. "Exterior2nd" 0.077586 #####
5. "BsmtFinSF1" 0.066810 #####
6. "LotShape" 0.061422 ####
7. "Neighborhood" 0.053879 ####
8. "Exterior1st" 0.052802 ####
9. "GarageYrBlt" 0.025862 ###
10. "BsmtUnfSF" 0.023707 ###
11. "MSSubClass" 0.021552 ##
12. "1stFlrSF" 0.020474 ##
13. "ExterQual" 0.018319 ##
14. "MasVnrType" 0.016164 ##
15. "BedroomAbvGr" 0.016164 ##
16. "GarageFinish" 0.016164 ##
17. "KitchenQual" 0.011853 ##
18. "Fireplaces" 0.008621 ##
19. "Foundation" 0.006466 ##
20. "YearRemodAdd" 0.006466 ##
21. "GarageArea" 0.006466 ##
22. "BsmtExposure" 0.003233 ##
23. "HouseStyle" 0.002155 ##
24. "Condition1" 0.002155 ##
25. "HalfBath" 0.001078 #
26. "ExterCond" 0.001078 #
27. "SaleCondition" 0.001078 #
28. "GarageQual" 0.001078 #
29. "LotConfig" 0.001078 #
30. "OverallCond" 0.001078 #
31. "TotRmsAbvGrd" 0.000000 #
32. "TotalBsmtSF" 0.000000 #
33. "FullBath" 0.000000 #
34. "GarageType" 0.000000 #
35. "SaleType" 0.000000 #
36. "HeatingQC" 0.000000 #
37. "MSZoning" 0.000000 #
38. "EnclosedPorch" 0.000000 #
39. "ScreenPorch" 0.000000 #
40. "Street" 0.000000 #
41. "Alley" 0.000000 #
42. "LandContour" 0.000000 #
43. "Utilities" 0.000000 #
44. "LandSlope" 0.000000 #
45. "Condition2" 0.000000 #
46. "PoolArea" 0.000000 #
47. "PoolQC" 0.000000 #
48. "MiscFeature" 0.000000 #
49. "Electrical" 0.000000 #
50. "Heating" 0.000000 #
51. "MiscVal" 0.000000 #
52. "LowQualFinSF" 0.000000 #
53. "KitchenAbvGr" 0.000000 #
54. "BsmtFinSF2" 0.000000 #
55. "BsmtHalfBath" 0.000000 #
56. "Functional" 0.000000 #
57. "BsmtCond" 0.000000 #
58. "RoofMatl" 0.000000 #
59. "CentralAir" 0.000000 #
60. "GarageCond" 0.000000 #
61. "PavedDrive" 0.000000 #
62. "3SsnPorch" 0.000000 #
63. "BldgType" -0.000000 #
64. "BsmtFinType2" -0.000000 #
65. "RoofStyle" -0.001078 #
66. "Fence" -0.001078 #
67. "MoSold" -0.002155 #
68. "2ndFlrSF" -0.002155 #
69. "WoodDeckSF" -0.004310 #
70. "GarageCars" -0.005388 #
71. "YrSold" -0.010776 #
72. "BsmtQual" -0.011853 #
73. "OpenPorchSF" -0.012931 #
74. "GrLivArea" -0.012931 #
75. "BsmtFinType1" -0.015086 #
76. "LotArea" -0.019397
77. "Id" -0.020474
78. "LotFrontage" -0.023707
79. "BsmtFullBath" -0.026940
80. "YearBuilt" -0.039871
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "MasVnrArea" 0.098712 ################
2. "YearBuilt" 0.092275 ###############
3. "GarageYrBlt" 0.087983 ##############
4. "1stFlrSF" 0.079399 ##############
5. "TotalBsmtSF" 0.066524 ############
6. "ExterQual" 0.062232 ############
7. "GrLivArea" 0.045064 ##########
8. "BsmtFinSF1" 0.045064 ##########
9. "LotFrontage" 0.032189 #########
10. "Id" 0.030043 #########
11. "TotRmsAbvGrd" 0.023605 ########
12. "2ndFlrSF" 0.017167 ########
13. "Neighborhood" 0.015021 #######
14. "YearRemodAdd" 0.010730 #######
15. "Exterior2nd" 0.010730 #######
16. "OpenPorchSF" 0.010730 #######
17. "GarageFinish" 0.010730 #######
18. "BsmtUnfSF" 0.010730 #######
19. "Fireplaces" 0.008584 #######
20. "FireplaceQu" 0.008584 #######
21. "BsmtFullBath" 0.008584 #######
22. "HouseStyle" 0.006438 #######
23. "SaleCondition" 0.006438 #######
24. "BldgType" 0.004292 ######
25. "RoofStyle" 0.002146 ######
26. "BsmtFinSF2" 0.002146 ######
27. "GarageType" 0.002146 ######
28. "KitchenQual" 0.002146 ######
29. "Exterior1st" 0.002146 ######
30. "MoSold" 0.002146 ######
31. "SaleType" 0.002146 ######
32. "Utilities" 0.000000 ######
33. "ScreenPorch" 0.000000 ######
34. "PoolArea" 0.000000 ######
35. "Street" 0.000000 ######
36. "Alley" 0.000000 ######
37. "Fence" 0.000000 ######
38. "LandContour" 0.000000 ######
39. "LandSlope" 0.000000 ######
40. "MiscFeature" 0.000000 ######
41. "Condition2" 0.000000 ######
42. "MiscVal" 0.000000 ######
43. "OverallCond" 0.000000 ######
44. "RoofMatl" 0.000000 ######
45. "CentralAir" 0.000000 ######
46. "Electrical" 0.000000 ######
47. "Heating" 0.000000 ######
48. "LowQualFinSF" 0.000000 ######
49. "BsmtFinType2" 0.000000 ######
50. "BsmtHalfBath" 0.000000 ######
51. "FullBath" 0.000000 ######
52. "3SsnPorch" 0.000000 ######
53. "KitchenAbvGr" 0.000000 ######
54. "Functional" 0.000000 ######
55. "BsmtCond" 0.000000 ######
56. "ExterCond" 0.000000 ######
57. "GarageQual" 0.000000 ######
58. "GarageCond" 0.000000 ######
59. "PoolQC" 0.000000 ######
60. "EnclosedPorch" 0.000000 ######
61. "MSZoning" -0.000000 ######
62. "HalfBath" -0.000000 ######
63. "Condition1" -0.002146 ######
64. "OverallQual" -0.002146 ######
65. "PavedDrive" -0.002146 ######
66. "BedroomAbvGr" -0.002146 ######
67. "MSSubClass" -0.002146 ######
68. "BsmtFinType1" -0.002146 ######
69. "YrSold" -0.002146 ######
70. "BsmtExposure" -0.004292 ######
71. "LotConfig" -0.004292 ######
72. "MasVnrType" -0.010730 #####
73. "GarageCars" -0.012876 #####
74. "BsmtQual" -0.012876 #####
75. "HeatingQC" -0.015021 #####
76. "Foundation" -0.017167 ####
77. "LotShape" -0.019313 ####
78. "LotArea" -0.025751 ####
79. "WoodDeckSF" -0.040773 ##
80. "GarageArea" -0.068670
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtFullBath" 0.164502 ################
2. "TotRmsAbvGrd" 0.160173 ###############
3. "Neighborhood" 0.033911 #####
4. "TotalBsmtSF" 0.025974 ####
5. "OverallQual" 0.023088 ####
6. "BsmtQual" 0.020202 ####
7. "YearBuilt" 0.015873 ####
8. "OpenPorchSF" 0.015152 ###
9. "MasVnrArea" 0.012987 ###
10. "Exterior2nd" 0.012987 ###
11. "GarageArea" 0.011544 ###
12. "BsmtUnfSF" 0.007937 ###
13. "YearRemodAdd" 0.006494 ###
14. "LotFrontage" 0.005051 ###
15. "Exterior1st" 0.004329 ###
16. "LotShape" 0.004329 ###
17. "KitchenQual" 0.004329 ###
18. "Id" 0.002165 ##
19. "GarageFinish" 0.002165 ##
20. "MSSubClass" 0.002165 ##
21. "HalfBath" 0.002165 ##
22. "Fireplaces" 0.001443 ##
23. "FullBath" 0.001443 ##
24. "BedroomAbvGr" 0.001443 ##
25. "GarageCars" 0.001443 ##
26. "YrSold" 0.001443 ##
27. "HeatingQC" 0.000722 ##
28. "ExterCond" 0.000722 ##
29. "MSZoning" 0.000722 ##
30. "RoofStyle" 0.000722 ##
31. "SaleCondition" 0.000722 ##
32. "3SsnPorch" 0.000000 ##
33. "Street" 0.000000 ##
34. "Alley" 0.000000 ##
35. "LandContour" 0.000000 ##
36. "Utilities" 0.000000 ##
37. "LandSlope" 0.000000 ##
38. "RoofMatl" 0.000000 ##
39. "Condition2" 0.000000 ##
40. "ScreenPorch" 0.000000 ##
41. "PoolArea" 0.000000 ##
42. "Fence" 0.000000 ##
43. "MiscFeature" 0.000000 ##
44. "MiscVal" 0.000000 ##
45. "BsmtCond" 0.000000 ##
46. "CentralAir" 0.000000 ##
47. "Electrical" 0.000000 ##
48. "LowQualFinSF" 0.000000 ##
49. "Heating" 0.000000 ##
50. "BsmtHalfBath" 0.000000 ##
51. "1stFlrSF" 0.000000 ##
52. "KitchenAbvGr" 0.000000 ##
53. "BsmtFinSF2" 0.000000 ##
54. "Functional" 0.000000 ##
55. "FireplaceQu" 0.000000 ##
56. "GarageQual" 0.000000 ##
57. "GarageCond" 0.000000 ##
58. "PoolQC" 0.000000 ##
59. "EnclosedPorch" 0.000000 ##
60. "BldgType" -0.000000 ##
61. "BsmtFinType2" -0.000000 ##
62. "SaleType" -0.000000 ##
63. "BsmtExposure" -0.000000 ##
64. "PavedDrive" -0.000722 ##
65. "Condition1" -0.000722 ##
66. "OverallCond" -0.000722 ##
67. "GarageType" -0.000722 ##
68. "Foundation" -0.000722 ##
69. "ExterQual" -0.000722 ##
70. "HouseStyle" -0.001443 ##
71. "MoSold" -0.001443 ##
72. "MasVnrType" -0.002886 ##
73. "LotConfig" -0.002886 ##
74. "WoodDeckSF" -0.002886 ##
75. "BsmtFinType1" -0.007937 ##
76. "GarageYrBlt" -0.010101 #
77. "GrLivArea" -0.014430 #
78. "BsmtFinSF1" -0.017316 #
79. "2ndFlrSF" -0.022367
80. "LotArea" -0.033911
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "2ndFlrSF" 0.075036 ################
2. "GarageYrBlt" 0.064214 ##############
3. "LotFrontage" 0.051227 ############
4. "LotArea" 0.044733 ############
5. "MasVnrType" 0.042569 ###########
6. "Neighborhood" 0.025974 #########
7. "GarageArea" 0.017316 ########
8. "GrLivArea" 0.016595 ########
9. "ExterQual" 0.015152 ########
10. "WoodDeckSF" 0.014430 ########
11. "Exterior1st" 0.007937 #######
12. "BsmtQual" 0.007215 #######
13. "KitchenQual" 0.005051 ######
14. "BsmtExposure" 0.005051 ######
15. "OpenPorchSF" 0.005051 ######
16. "1stFlrSF" 0.002886 ######
17. "TotRmsAbvGrd" 0.002165 ######
18. "MSSubClass" 0.002165 ######
19. "FullBath" 0.002165 ######
20. "BldgType" 0.001443 ######
21. "SaleType" 0.001443 ######
22. "LandContour" 0.001443 ######
23. "GarageFinish" 0.001443 ######
24. "OverallCond" 0.000722 ######
25. "ExterCond" 0.000000 ######
26. "EnclosedPorch" 0.000000 ######
27. "Fireplaces" 0.000000 ######
28. "RoofMatl" 0.000000 ######
29. "BsmtHalfBath" 0.000000 ######
30. "LowQualFinSF" 0.000000 ######
31. "MSZoning" 0.000000 ######
32. "BsmtCond" 0.000000 ######
33. "Street" 0.000000 ######
34. "Alley" 0.000000 ######
35. "LotShape" 0.000000 ######
36. "BsmtFinType2" 0.000000 ######
37. "BsmtFinSF2" 0.000000 ######
38. "Electrical" 0.000000 ######
39. "CentralAir" 0.000000 ######
40. "Heating" 0.000000 ######
41. "GarageType" 0.000000 ######
42. "Utilities" 0.000000 ######
43. "3SsnPorch" 0.000000 ######
44. "LandSlope" 0.000000 ######
45. "GarageQual" 0.000000 ######
46. "GarageCond" 0.000000 ######
47. "PavedDrive" 0.000000 ######
48. "Condition1" 0.000000 ######
49. "Condition2" 0.000000 ######
50. "Functional" 0.000000 ######
51. "ScreenPorch" 0.000000 ######
52. "PoolArea" 0.000000 ######
53. "PoolQC" 0.000000 ######
54. "Fence" 0.000000 ######
55. "MiscFeature" 0.000000 ######
56. "MiscVal" 0.000000 ######
57. "KitchenAbvGr" 0.000000 ######
58. "SaleCondition" 0.000000 ######
59. "HeatingQC" -0.000000 ######
60. "HalfBath" -0.000000 ######
61. "FireplaceQu" -0.000722 ######
62. "RoofStyle" -0.001443 ######
63. "YearRemodAdd" -0.001443 ######
64. "BedroomAbvGr" -0.002165 #####
65. "BsmtUnfSF" -0.002886 #####
66. "BsmtFinType1" -0.002886 #####
67. "LotConfig" -0.003608 #####
68. "BsmtFullBath" -0.004329 #####
69. "YrSold" -0.005772 #####
70. "Id" -0.008658 #####
71. "MasVnrArea" -0.009380 #####
72. "OverallQual" -0.014430 ####
73. "TotalBsmtSF" -0.024531 ###
74. "GarageCars" -0.025974 ##
75. "MoSold" -0.028139 ##
76. "Exterior2nd" -0.031025 ##
77. "Foundation" -0.031746 ##
78. "YearBuilt" -0.032468 ##
79. "HouseStyle" -0.034632 #
80. "BsmtFinSF1" -0.048341
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Neighborhood" 0.025751 ################
2. "FireplaceQu" 0.021459 ##############
3. "GrLivArea" 0.010730 #########
4. "LotFrontage" 0.006438 ########
5. "LotShape" 0.006438 ########
6. "1stFlrSF" 0.006438 ########
7. "LotArea" 0.004292 #######
8. "GarageFinish" 0.004292 #######
9. "BsmtFullBath" 0.004292 #######
10. "GarageCars" 0.004292 #######
11. "MoSold" 0.004292 #######
12. "BsmtFinType1" 0.002146 ######
13. "MasVnrArea" 0.002146 ######
14. "WoodDeckSF" 0.002146 ######
15. "BsmtQual" 0.002146 ######
16. "MSSubClass" 0.000000 #####
17. "MSZoning" 0.000000 #####
18. "Street" 0.000000 #####
19. "Alley" 0.000000 #####
20. "LandContour" 0.000000 #####
21. "Utilities" 0.000000 #####
22. "LotConfig" 0.000000 #####
23. "LandSlope" 0.000000 #####
24. "Condition1" 0.000000 #####
25. "Condition2" 0.000000 #####
26. "BldgType" 0.000000 #####
27. "HouseStyle" 0.000000 #####
28. "OverallCond" 0.000000 #####
29. "YearBuilt" 0.000000 #####
30. "RoofStyle" 0.000000 #####
31. "RoofMatl" 0.000000 #####
32. "Exterior1st" 0.000000 #####
33. "Exterior2nd" 0.000000 #####
34. "MasVnrType" 0.000000 #####
35. "ExterCond" 0.000000 #####
36. "Foundation" 0.000000 #####
37. "BsmtCond" 0.000000 #####
38. "BsmtFinType2" 0.000000 #####
39. "BsmtFinSF2" 0.000000 #####
40. "Heating" 0.000000 #####
41. "HeatingQC" 0.000000 #####
42. "CentralAir" 0.000000 #####
43. "Electrical" 0.000000 #####
44. "2ndFlrSF" 0.000000 #####
45. "LowQualFinSF" 0.000000 #####
46. "BsmtHalfBath" 0.000000 #####
47. "FullBath" 0.000000 #####
48. "HalfBath" 0.000000 #####
49. "BedroomAbvGr" 0.000000 #####
50. "KitchenAbvGr" 0.000000 #####
51. "TotRmsAbvGrd" 0.000000 #####
52. "Functional" 0.000000 #####
53. "Fireplaces" 0.000000 #####
54. "GarageType" 0.000000 #####
55. "3SsnPorch" 0.000000 #####
56. "GarageQual" 0.000000 #####
57. "GarageCond" 0.000000 #####
58. "PavedDrive" 0.000000 #####
59. "EnclosedPorch" 0.000000 #####
60. "SaleCondition" 0.000000 #####
61. "ScreenPorch" 0.000000 #####
62. "PoolArea" 0.000000 #####
63. "PoolQC" 0.000000 #####
64. "Fence" 0.000000 #####
65. "MiscFeature" 0.000000 #####
66. "MiscVal" 0.000000 #####
67. "Id" 0.000000 #####
68. "SaleType" 0.000000 #####
69. "KitchenQual" -0.002146 ####
70. "ExterQual" -0.002146 ####
71. "BsmtUnfSF" -0.002146 ####
72. "YrSold" -0.002146 ####
73. "BsmtFinSF1" -0.004292 ###
74. "YearRemodAdd" -0.004292 ###
75. "GarageArea" -0.004292 ###
76. "TotalBsmtSF" -0.004292 ###
77. "OpenPorchSF" -0.004292 ###
78. "GarageYrBlt" -0.004292 ###
79. "BsmtExposure" -0.006438 ##
80. "OverallQual" -0.012876
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YearBuilt" 0.023605 ################
2. "LotArea" 0.021459 ##############
3. "Id" 0.012876 ##########
4. "BsmtFinType1" 0.012876 ##########
5. "BsmtFinSF1" 0.010730 #########
6. "2ndFlrSF" 0.010730 #########
7. "OverallQual" 0.010730 #########
8. "TotalBsmtSF" 0.010730 #########
9. "Exterior2nd" 0.008584 ########
10. "MasVnrType" 0.008584 ########
11. "ExterQual" 0.008584 ########
12. "GarageYrBlt" 0.008584 ########
13. "1stFlrSF" 0.008584 ########
14. "Foundation" 0.006438 #######
15. "BsmtQual" 0.006438 #######
16. "YrSold" 0.004292 ######
17. "MasVnrArea" 0.004292 ######
18. "BsmtUnfSF" 0.004292 ######
19. "Neighborhood" 0.004292 ######
20. "FireplaceQu" 0.004292 ######
21. "OpenPorchSF" 0.002146 #####
22. "YearRemodAdd" 0.002146 #####
23. "SaleType" 0.002146 #####
24. "LotFrontage" 0.000000 ####
25. "Street" 0.000000 ####
26. "Alley" 0.000000 ####
27. "LandContour" 0.000000 ####
28. "Utilities" 0.000000 ####
29. "LandSlope" 0.000000 ####
30. "Condition1" 0.000000 ####
31. "Condition2" 0.000000 ####
32. "OverallCond" 0.000000 ####
33. "LotConfig" 0.000000 ####
34. "RoofStyle" 0.000000 ####
35. "RoofMatl" 0.000000 ####
36. "ExterCond" 0.000000 ####
37. "BsmtCond" 0.000000 ####
38. "BsmtFinType2" 0.000000 ####
39. "BsmtFinSF2" 0.000000 ####
40. "Heating" 0.000000 ####
41. "HeatingQC" 0.000000 ####
42. "CentralAir" 0.000000 ####
43. "Electrical" 0.000000 ####
44. "LowQualFinSF" 0.000000 ####
45. "BsmtFullBath" 0.000000 ####
46. "BsmtHalfBath" 0.000000 ####
47. "BedroomAbvGr" 0.000000 ####
48. "KitchenAbvGr" 0.000000 ####
49. "KitchenQual" 0.000000 ####
50. "Functional" 0.000000 ####
51. "GarageType" 0.000000 ####
52. "GarageCars" 0.000000 ####
53. "GarageQual" 0.000000 ####
54. "GarageCond" 0.000000 ####
55. "PavedDrive" 0.000000 ####
56. "WoodDeckSF" 0.000000 ####
57. "EnclosedPorch" 0.000000 ####
58. "3SsnPorch" 0.000000 ####
59. "ScreenPorch" 0.000000 ####
60. "PoolArea" 0.000000 ####
61. "PoolQC" 0.000000 ####
62. "Fence" 0.000000 ####
63. "MiscFeature" 0.000000 ####
64. "MiscVal" 0.000000 ####
65. "MSSubClass" 0.000000 ####
66. "SaleCondition" 0.000000 ####
67. "FullBath" -0.002146 ###
68. "LotShape" -0.002146 ###
69. "HouseStyle" -0.002146 ###
70. "HalfBath" -0.002146 ###
71. "BldgType" -0.002146 ###
72. "GrLivArea" -0.002146 ###
73. "GarageArea" -0.002146 ###
74. "MSZoning" -0.002146 ###
75. "BsmtExposure" -0.002146 ###
76. "TotRmsAbvGrd" -0.002146 ###
77. "Fireplaces" -0.004292 ##
78. "GarageFinish" -0.006438 #
79. "Exterior1st" -0.006438 #
80. "MoSold" -0.008584
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Exterior1st" 0.165945 ################
2. "GarageArea" 0.161616 ###############
3. "2ndFlrSF" 0.157287 ###############
4. "LotArea" 0.057720 ##########
5. "1stFlrSF" 0.022367 #########
6. "YearBuilt" 0.021645 #########
7. "KitchenQual" 0.010101 ########
8. "MoSold" 0.007937 ########
9. "BsmtFinSF2" 0.006494 ########
10. "MasVnrType" 0.006494 ########
11. "OpenPorchSF" 0.005772 ########
12. "YrSold" 0.005051 ########
13. "LotShape" 0.005051 ########
14. "TotalBsmtSF" 0.005051 ########
15. "MasVnrArea" 0.004329 ########
16. "WoodDeckSF" 0.004329 ########
17. "BldgType" 0.004329 ########
18. "TotRmsAbvGrd" 0.004329 ########
19. "Exterior2nd" 0.004329 ########
20. "HeatingQC" 0.003608 ########
21. "GarageYrBlt" 0.002886 ########
22. "LandContour" 0.002886 ########
23. "BsmtFinType1" 0.002886 ########
24. "HouseStyle" 0.002165 ########
25. "FullBath" 0.002165 ########
26. "Fence" 0.001443 ########
27. "LotConfig" 0.001443 ########
28. "BsmtFullBath" 0.001443 ########
29. "ExterQual" 0.000722 ########
30. "MSZoning" 0.000722 #######
31. "HalfBath" 0.000722 #######
32. "OverallCond" 0.000722 #######
33. "GarageCars" 0.000722 #######
34. "MSSubClass" 0.000000 #######
35. "RoofStyle" 0.000000 #######
36. "RoofMatl" 0.000000 #######
37. "ExterCond" 0.000000 #######
38. "BsmtCond" 0.000000 #######
39. "BsmtFinType2" 0.000000 #######
40. "Heating" 0.000000 #######
41. "3SsnPorch" 0.000000 #######
42. "CentralAir" 0.000000 #######
43. "Electrical" 0.000000 #######
44. "LowQualFinSF" 0.000000 #######
45. "BsmtHalfBath" 0.000000 #######
46. "KitchenAbvGr" 0.000000 #######
47. "Functional" 0.000000 #######
48. "GarageType" 0.000000 #######
49. "Street" 0.000000 #######
50. "GarageQual" 0.000000 #######
51. "GarageCond" 0.000000 #######
52. "PavedDrive" 0.000000 #######
53. "Alley" 0.000000 #######
54. "Utilities" 0.000000 #######
55. "EnclosedPorch" 0.000000 #######
56. "ScreenPorch" 0.000000 #######
57. "PoolArea" 0.000000 #######
58. "PoolQC" 0.000000 #######
59. "LandSlope" 0.000000 #######
60. "MiscFeature" 0.000000 #######
61. "MiscVal" 0.000000 #######
62. "Condition1" 0.000000 #######
63. "Condition2" 0.000000 #######
64. "SaleType" 0.000000 #######
65. "SaleCondition" 0.000000 #######
66. "BedroomAbvGr" -0.000722 #######
67. "Fireplaces" -0.000722 #######
68. "Foundation" -0.002886 #######
69. "BsmtQual" -0.002886 #######
70. "FireplaceQu" -0.003608 #######
71. "BsmtExposure" -0.003608 #######
72. "LotFrontage" -0.005772 #######
73. "Id" -0.005772 #######
74. "GrLivArea" -0.007215 #######
75. "BsmtFinSF1" -0.008658 #######
76. "OverallQual" -0.009380 #######
77. "BsmtUnfSF" -0.012266 #######
78. "GarageFinish" -0.012266 #######
79. "Neighborhood" -0.155844
80. "YearRemodAdd" -0.164502
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtUnfSF" 0.008584 ################
2. "BsmtExposure" 0.002146 ###############
3. "LotShape" 0.002146 ###############
4. "MoSold" 0.002146 ###############
5. "TotRmsAbvGrd" 0.002146 ###############
6. "1stFlrSF" 0.002146 ###############
7. "LotConfig" 0.000000 ###############
8. "EnclosedPorch" 0.000000 ###############
9. "MSZoning" 0.000000 ###############
10. "SaleCondition" 0.000000 ###############
11. "ScreenPorch" 0.000000 ###############
12. "Street" 0.000000 ###############
13. "Alley" 0.000000 ###############
14. "LandContour" 0.000000 ###############
15. "Utilities" 0.000000 ###############
16. "YearRemodAdd" 0.000000 ###############
17. "LandSlope" 0.000000 ###############
18. "PoolArea" 0.000000 ###############
19. "Condition1" 0.000000 ###############
20. "Condition2" 0.000000 ###############
21. "BldgType" 0.000000 ###############
22. "HouseStyle" 0.000000 ###############
23. "PoolQC" 0.000000 ###############
24. "OverallCond" 0.000000 ###############
25. "Fence" 0.000000 ###############
26. "MiscFeature" 0.000000 ###############
27. "RoofStyle" 0.000000 ###############
28. "RoofMatl" 0.000000 ###############
29. "MiscVal" 0.000000 ###############
30. "Exterior2nd" 0.000000 ###############
31. "MasVnrType" 0.000000 ###############
32. "YrSold" 0.000000 ###############
33. "SaleType" 0.000000 ###############
34. "ExterCond" 0.000000 ###############
35. "Foundation" 0.000000 ###############
36. "BsmtQual" 0.000000 ###############
37. "BsmtCond" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "HeatingQC" 0.000000 ###############
42. "CentralAir" 0.000000 ###############
43. "Electrical" 0.000000 ###############
44. "2ndFlrSF" 0.000000 ###############
45. "LowQualFinSF" 0.000000 ###############
46. "BsmtHalfBath" 0.000000 ###############
47. "FullBath" 0.000000 ###############
48. "KitchenAbvGr" 0.000000 ###############
49. "Functional" 0.000000 ###############
50. "GarageType" 0.000000 ###############
51. "3SsnPorch" 0.000000 ###############
52. "GarageFinish" 0.000000 ###############
53. "GarageCars" 0.000000 ###############
54. "GarageQual" 0.000000 ###############
55. "GarageCond" 0.000000 ###############
56. "PavedDrive" 0.000000 ###############
57. "LotFrontage" -0.002146 ###############
58. "Neighborhood" -0.002146 ###############
59. "ExterQual" -0.002146 ###############
60. "WoodDeckSF" -0.002146 ###############
61. "Fireplaces" -0.002146 ###############
62. "BsmtFullBath" -0.002146 ###############
63. "BsmtFinType1" -0.002146 ###############
64. "TotalBsmtSF" -0.002146 ###############
65. "GarageYrBlt" -0.002146 ###############
66. "LotArea" -0.004292 ###############
67. "OverallQual" -0.004292 ###############
68. "YearBuilt" -0.004292 ###############
69. "Exterior1st" -0.004292 ###############
70. "HalfBath" -0.004292 ###############
71. "BedroomAbvGr" -0.004292 ###############
72. "KitchenQual" -0.004292 ###############
73. "BsmtFinSF1" -0.004292 ###############
74. "FireplaceQu" -0.006438 ###############
75. "MasVnrArea" -0.010730 ###############
76. "GrLivArea" -0.012876 ###############
77. "GarageArea" -0.012876 ###############
78. "Id" -0.435622 ##
79. "MSSubClass" -0.446352 ##
80. "OpenPorchSF" -0.536481
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageArea" 0.021645 ################
2. "ExterQual" 0.010823 ###############
3. "Id" 0.004329 ##############
4. "BsmtFinSF1" 0.004329 ##############
5. "BsmtQual" 0.004329 ##############
6. "OverallQual" 0.004329 ##############
7. "1stFlrSF" 0.004329 ##############
8. "BsmtFinType1" 0.002165 ##############
9. "GarageYrBlt" 0.002165 ##############
10. "Exterior2nd" 0.002165 ##############
11. "MSSubClass" 0.000000 ##############
12. "MSZoning" 0.000000 ##############
13. "MiscVal" 0.000000 ##############
14. "YrSold" 0.000000 ##############
15. "Street" 0.000000 ##############
16. "Alley" 0.000000 ##############
17. "LotShape" 0.000000 ##############
18. "LandContour" 0.000000 ##############
19. "Utilities" 0.000000 ##############
20. "LotConfig" 0.000000 ##############
21. "LandSlope" 0.000000 ##############
22. "SaleType" 0.000000 ##############
23. "Condition1" 0.000000 ##############
24. "Condition2" 0.000000 ##############
25. "BldgType" 0.000000 ##############
26. "HouseStyle" 0.000000 ##############
27. "SaleCondition" 0.000000 ##############
28. "YearBuilt" 0.000000 ##############
29. "YearRemodAdd" 0.000000 ##############
30. "RoofMatl" 0.000000 ##############
31. "MasVnrType" 0.000000 ##############
32. "ExterCond" 0.000000 ##############
33. "Foundation" 0.000000 ##############
34. "BsmtCond" 0.000000 ##############
35. "BsmtExposure" 0.000000 ##############
36. "BsmtFinType2" 0.000000 ##############
37. "BsmtFinSF2" 0.000000 ##############
38. "BsmtUnfSF" 0.000000 ##############
39. "TotalBsmtSF" 0.000000 ##############
40. "Heating" 0.000000 ##############
41. "HeatingQC" 0.000000 ##############
42. "CentralAir" 0.000000 ##############
43. "Electrical" 0.000000 ##############
44. "2ndFlrSF" 0.000000 ##############
45. "LowQualFinSF" 0.000000 ##############
46. "BsmtFullBath" 0.000000 ##############
47. "BsmtHalfBath" 0.000000 ##############
48. "FullBath" 0.000000 ##############
49. "HalfBath" 0.000000 ##############
50. "BedroomAbvGr" 0.000000 ##############
51. "KitchenAbvGr" 0.000000 ##############
52. "KitchenQual" 0.000000 ##############
53. "Functional" 0.000000 ##############
54. "Fireplaces" 0.000000 ##############
55. "FireplaceQu" 0.000000 ##############
56. "GarageType" 0.000000 ##############
57. "GarageFinish" 0.000000 ##############
58. "GarageCars" 0.000000 ##############
59. "GarageQual" 0.000000 ##############
60. "GarageCond" 0.000000 ##############
61. "PavedDrive" 0.000000 ##############
62. "WoodDeckSF" 0.000000 ##############
63. "EnclosedPorch" 0.000000 ##############
64. "3SsnPorch" 0.000000 ##############
65. "ScreenPorch" 0.000000 ##############
66. "PoolArea" 0.000000 ##############
67. "PoolQC" 0.000000 ##############
68. "Fence" 0.000000 ##############
69. "MiscFeature" 0.000000 ##############
70. "LotArea" -0.002165 #############
71. "GrLivArea" -0.002165 #############
72. "MoSold" -0.002165 #############
73. "MasVnrArea" -0.002165 #############
74. "TotRmsAbvGrd" -0.002165 #############
75. "OverallCond" -0.004329 #############
76. "OpenPorchSF" -0.004329 #############
77. "RoofStyle" -0.004329 #############
78. "Exterior1st" -0.004329 #############
79. "Neighborhood" -0.006494 #############
80. "LotFrontage" -0.162338
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "1stFlrSF" 0.223060 ################
2. "Neighborhood" 0.220905 ###############
3. "LotFrontage" 0.216595 ###############
4. "BsmtUnfSF" 0.012931 ###
5. "GarageYrBlt" 0.005388 ###
6. "LotArea" 0.005388 ###
7. "ExterQual" 0.004310 ###
8. "YearRemodAdd" 0.004310 ###
9. "GarageFinish" 0.004310 ###
10. "GarageCars" 0.003233 ###
11. "TotalBsmtSF" 0.003233 ###
12. "HeatingQC" 0.002155 ##
13. "2ndFlrSF" 0.002155 ##
14. "BsmtFinType1" 0.002155 ##
15. "Id" 0.002155 ##
16. "OverallQual" 0.002155 ##
17. "SaleType" 0.001078 ##
18. "MasVnrType" 0.001078 ##
19. "PoolArea" 0.000000 ##
20. "MSZoning" 0.000000 ##
21. "Street" 0.000000 ##
22. "Alley" 0.000000 ##
23. "PoolQC" 0.000000 ##
24. "LandContour" 0.000000 ##
25. "Utilities" 0.000000 ##
26. "LandSlope" 0.000000 ##
27. "Condition1" 0.000000 ##
28. "Condition2" 0.000000 ##
29. "BldgType" 0.000000 ##
30. "HouseStyle" 0.000000 ##
31. "Fence" 0.000000 ##
32. "MiscFeature" 0.000000 ##
33. "MiscVal" 0.000000 ##
34. "RoofStyle" 0.000000 ##
35. "RoofMatl" 0.000000 ##
36. "ExterCond" 0.000000 ##
37. "BsmtCond" 0.000000 ##
38. "BsmtFinType2" 0.000000 ##
39. "BsmtFinSF2" 0.000000 ##
40. "Heating" 0.000000 ##
41. "3SsnPorch" 0.000000 ##
42. "CentralAir" 0.000000 ##
43. "Electrical" 0.000000 ##
44. "LowQualFinSF" 0.000000 ##
45. "BsmtHalfBath" 0.000000 ##
46. "FullBath" 0.000000 ##
47. "KitchenAbvGr" 0.000000 ##
48. "Functional" 0.000000 ##
49. "GarageType" 0.000000 ##
50. "GarageQual" 0.000000 ##
51. "GarageCond" 0.000000 ##
52. "PavedDrive" 0.000000 ##
53. "EnclosedPorch" 0.000000 ##
54. "ScreenPorch" 0.000000 ##
55. "Foundation" -0.000000 ##
56. "BsmtFullBath" -0.000000 ##
57. "Fireplaces" -0.000000 ##
58. "SaleCondition" -0.000000 ##
59. "OverallCond" -0.001078 ##
60. "MSSubClass" -0.002155 ##
61. "LotConfig" -0.003233 ##
62. "HalfBath" -0.003233 ##
63. "BsmtExposure" -0.003233 ##
64. "Exterior1st" -0.003233 ##
65. "MoSold" -0.004310 ##
66. "YrSold" -0.004310 ##
67. "OpenPorchSF" -0.005388 ##
68. "GrLivArea" -0.005388 ##
69. "FireplaceQu" -0.005388 ##
70. "WoodDeckSF" -0.006466 ##
71. "LotShape" -0.008621 ##
72. "YearBuilt" -0.008621 ##
73. "BedroomAbvGr" -0.008621 ##
74. "BsmtFinSF1" -0.009698 ##
75. "BsmtQual" -0.010776 ##
76. "MasVnrArea" -0.015086 #
77. "GarageArea" -0.020474 #
78. "TotRmsAbvGrd" -0.023707 #
79. "Exterior2nd" -0.036638
80. "KitchenQual" -0.048491
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtFinSF1" 0.017167 ################
2. "BsmtUnfSF" 0.010730 ###########
3. "YearBuilt" 0.008584 ##########
4. "Id" 0.006438 ########
5. "WoodDeckSF" 0.006438 ########
6. "YearRemodAdd" 0.006438 ########
7. "MSZoning" 0.004292 #######
8. "BsmtQual" 0.004292 #######
9. "Neighborhood" 0.004292 #######
10. "Foundation" 0.002146 #####
11. "LotFrontage" 0.002146 #####
12. "HouseStyle" 0.002146 #####
13. "OverallCond" 0.002146 #####
14. "2ndFlrSF" 0.002146 #####
15. "MSSubClass" 0.000000 ####
16. "LotArea" 0.000000 ####
17. "Street" 0.000000 ####
18. "Alley" 0.000000 ####
19. "LotShape" 0.000000 ####
20. "LandContour" 0.000000 ####
21. "Utilities" 0.000000 ####
22. "LandSlope" 0.000000 ####
23. "Condition1" 0.000000 ####
24. "Condition2" 0.000000 ####
25. "SaleType" 0.000000 ####
26. "OverallQual" 0.000000 ####
27. "LotConfig" 0.000000 ####
28. "RoofStyle" 0.000000 ####
29. "RoofMatl" 0.000000 ####
30. "Exterior1st" 0.000000 ####
31. "SaleCondition" 0.000000 ####
32. "MasVnrArea" 0.000000 ####
33. "ExterQual" 0.000000 ####
34. "ExterCond" 0.000000 ####
35. "BsmtCond" 0.000000 ####
36. "BsmtExposure" 0.000000 ####
37. "BsmtFinType1" 0.000000 ####
38. "BsmtFinType2" 0.000000 ####
39. "BsmtFinSF2" 0.000000 ####
40. "Heating" 0.000000 ####
41. "HalfBath" 0.000000 ####
42. "CentralAir" 0.000000 ####
43. "Electrical" 0.000000 ####
44. "1stFlrSF" 0.000000 ####
45. "LowQualFinSF" 0.000000 ####
46. "BsmtFullBath" 0.000000 ####
47. "BsmtHalfBath" 0.000000 ####
48. "KitchenAbvGr" 0.000000 ####
49. "Functional" 0.000000 ####
50. "Fireplaces" 0.000000 ####
51. "GarageYrBlt" 0.000000 ####
52. "GarageQual" 0.000000 ####
53. "PavedDrive" 0.000000 ####
54. "OpenPorchSF" 0.000000 ####
55. "EnclosedPorch" 0.000000 ####
56. "3SsnPorch" 0.000000 ####
57. "ScreenPorch" 0.000000 ####
58. "PoolArea" 0.000000 ####
59. "PoolQC" 0.000000 ####
60. "Fence" 0.000000 ####
61. "MiscFeature" 0.000000 ####
62. "MiscVal" 0.000000 ####
63. "MoSold" 0.000000 ####
64. "YrSold" 0.000000 ####
65. "BldgType" -0.002146 ##
66. "MasVnrType" -0.002146 ##
67. "KitchenQual" -0.002146 ##
68. "TotRmsAbvGrd" -0.002146 ##
69. "FireplaceQu" -0.002146 ##
70. "GarageType" -0.002146 ##
71. "HeatingQC" -0.002146 ##
72. "GarageFinish" -0.002146 ##
73. "GarageCars" -0.002146 ##
74. "BedroomAbvGr" -0.002146 ##
75. "TotalBsmtSF" -0.002146 ##
76. "FullBath" -0.004292 #
77. "GarageArea" -0.004292 #
78. "GarageCond" -0.004292 #
79. "Exterior2nd" -0.006438
80. "GrLivArea" -0.006438
1. "Exterior2nd" 0.538627 ################
2. "KitchenQual" 0.534335 ###############
3. "YrSold" 0.532189 ###############
4. "Neighborhood" 0.094421 ###
5. "Exterior1st" 0.049356 #
6. "BsmtFinSF1" 0.042918 #
7. "GarageType" 0.040773 #
8. "BsmtUnfSF" 0.036481 #
9. "YearBuilt" 0.032189 #
10. "BsmtFinType1" 0.023605
11. "GarageArea" 0.021459
12. "GarageYrBlt" 0.019313
13. "GrLivArea" 0.017167
14. "BsmtQual" 0.010730
15. "GarageCars" 0.010730
16. "FireplaceQu" 0.010730
17. "GarageFinish" 0.010730
18. "YearRemodAdd" 0.008584
19. "LotArea" 0.004292
20. "TotRmsAbvGrd" 0.004292
21. "1stFlrSF" 0.002146
22. "ExterQual" 0.002146
23. "Id" 0.002146
24. "Fireplaces" 0.002146
25. "LotConfig" 0.000000
26. "MSZoning" 0.000000
27. "EnclosedPorch" 0.000000
28. "Condition1" 0.000000
29. "Condition2" 0.000000
30. "BldgType" 0.000000
31. "OverallQual" 0.000000
32. "RoofStyle" 0.000000
33. "RoofMatl" 0.000000
34. "MasVnrType" 0.000000
35. "ExterCond" 0.000000
36. "BsmtCond" 0.000000
37. "BsmtExposure" 0.000000
38. "BsmtFinType2" 0.000000
39. "BsmtFinSF2" 0.000000
40. "Heating" 0.000000
41. "HalfBath" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "LowQualFinSF" 0.000000
45. "BsmtFullBath" 0.000000
46. "BsmtHalfBath" 0.000000
47. "KitchenAbvGr" 0.000000
48. "Functional" 0.000000
49. "MSSubClass" 0.000000
50. "Street" 0.000000
51. "Alley" 0.000000
52. "LotShape" 0.000000
53. "LandContour" 0.000000
54. "GarageCond" 0.000000
55. "PavedDrive" 0.000000
56. "WoodDeckSF" 0.000000
57. "Utilities" 0.000000
58. "3SsnPorch" 0.000000
59. "ScreenPorch" 0.000000
60. "PoolArea" 0.000000
61. "PoolQC" 0.000000
62. "Fence" 0.000000
63. "MiscFeature" 0.000000
64. "MiscVal" 0.000000
65. "LandSlope" 0.000000
66. "SaleType" 0.000000
67. "SaleCondition" 0.000000
68. "OpenPorchSF" -0.000000
69. "Foundation" -0.000000
70. "GarageQual" -0.000000
71. "OverallCond" -0.000000
72. "2ndFlrSF" -0.000000
73. "HeatingQC" -0.002146
74. "BedroomAbvGr" -0.002146
75. "MasVnrArea" -0.002146
76. "LotFrontage" -0.002146
77. "TotalBsmtSF" -0.002146
78. "HouseStyle" -0.006438
79. "FullBath" -0.008584
80. "MoSold" -0.008584
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "1stFlrSF" 0.228448 ################
2. "LotFrontage" 0.226293 ###############
3. "BsmtQual" 0.226293 ###############
4. "TotalBsmtSF" 0.217672 ###############
5. "GarageYrBlt" 0.009698 ########
6. "GarageCond" 0.006466 ########
7. "BsmtUnfSF" 0.005388 ########
8. "Exterior1st" 0.004310 ########
9. "WoodDeckSF" 0.004310 ########
10. "HeatingQC" 0.004310 ########
11. "FireplaceQu" 0.003233 ########
12. "Condition1" 0.002155 ########
13. "BsmtCond" 0.001078 ########
14. "HalfBath" 0.001078 ########
15. "Fence" 0.001078 ########
16. "BsmtFullBath" 0.001078 ########
17. "MasVnrArea" 0.001078 ########
18. "PoolArea" 0.000000 ########
19. "PoolQC" 0.000000 ########
20. "MiscFeature" 0.000000 ########
21. "MiscVal" 0.000000 ########
22. "Street" 0.000000 ########
23. "Alley" 0.000000 ########
24. "LotShape" 0.000000 ########
25. "LandContour" 0.000000 ########
26. "Utilities" 0.000000 ########
27. "LandSlope" 0.000000 ########
28. "MoSold" 0.000000 ########
29. "Condition2" 0.000000 ########
30. "BldgType" 0.000000 ########
31. "SaleType" 0.000000 ########
32. "OverallQual" 0.000000 ########
33. "SaleCondition" 0.000000 ########
34. "RoofStyle" 0.000000 ########
35. "RoofMatl" 0.000000 ########
36. "MasVnrType" 0.000000 ########
37. "ExterCond" 0.000000 ########
38. "BsmtFinType2" 0.000000 ########
39. "BsmtFinSF2" 0.000000 ########
40. "Heating" 0.000000 ########
41. "3SsnPorch" 0.000000 ########
42. "CentralAir" 0.000000 ########
43. "2ndFlrSF" 0.000000 ########
44. "LowQualFinSF" 0.000000 ########
45. "BsmtHalfBath" 0.000000 ########
46. "BedroomAbvGr" 0.000000 ########
47. "KitchenAbvGr" 0.000000 ########
48. "Functional" 0.000000 ########
49. "Fireplaces" 0.000000 ########
50. "PavedDrive" 0.000000 ########
51. "ScreenPorch" 0.000000 ########
52. "LotArea" -0.002155 ########
53. "YrSold" -0.003233 ########
54. "Foundation" -0.003233 ########
55. "Id" -0.003233 ########
56. "Electrical" -0.004310 ########
57. "ExterQual" -0.005388 ########
58. "GarageQual" -0.005388 ########
59. "GarageType" -0.005388 ########
60. "EnclosedPorch" -0.005388 ########
61. "BsmtFinSF1" -0.005388 ########
62. "OverallCond" -0.007543 ########
63. "BsmtExposure" -0.007543 ########
64. "GrLivArea" -0.010776 ########
65. "GarageArea" -0.011853 ########
66. "KitchenQual" -0.011853 ########
67. "YearRemodAdd" -0.011853 ########
68. "GarageCars" -0.012931 ########
69. "TotRmsAbvGrd" -0.014009 ########
70. "GarageFinish" -0.014009 ########
71. "MSZoning" -0.015086 ########
72. "OpenPorchSF" -0.015086 ########
73. "BsmtFinType1" -0.016164 ########
74. "MSSubClass" -0.016164 ########
75. "FullBath" -0.017241 ########
76. "Exterior2nd" -0.017241 #######
77. "Neighborhood" -0.028017 #######
78. "YearBuilt" -0.033405 #######
79. "HouseStyle" -0.262931
80. "LotConfig" -0.262931
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YrSold" 0.474249 ################
2. "Exterior1st" 0.465665 ###############
3. "YearBuilt" 0.465665 ###############
4. "GrLivArea" 0.450644 ###############
5. "TotRmsAbvGrd" 0.034335 ###
6. "GarageQual" 0.025751 ##
7. "Exterior2nd" 0.021459 ##
8. "TotalBsmtSF" 0.021459 ##
9. "YearRemodAdd" 0.017167 ##
10. "MSSubClass" 0.015021 ##
11. "Electrical" 0.015021 ##
12. "OpenPorchSF" 0.015021 ##
13. "FullBath" 0.012876 ##
14. "Foundation" 0.012876 ##
15. "MSZoning" 0.012876 ##
16. "HeatingQC" 0.010730 ##
17. "GarageFinish" 0.008584 ##
18. "HouseStyle" 0.006438 ##
19. "Fence" 0.006438 ##
20. "KitchenQual" 0.004292 ##
21. "BsmtUnfSF" 0.004292 ##
22. "BsmtFullBath" 0.004292 ##
23. "MasVnrType" 0.002146 ##
24. "Id" 0.002146 ##
25. "BsmtCond" 0.002146 ##
26. "EnclosedPorch" 0.002146 ##
27. "BedroomAbvGr" 0.002146 ##
28. "MasVnrArea" 0.002146 ##
29. "CentralAir" 0.002146 ##
30. "GarageArea" 0.000000 ##
31. "BldgType" 0.000000 ##
32. "OverallQual" 0.000000 ##
33. "LotConfig" 0.000000 ##
34. "RoofStyle" 0.000000 ##
35. "RoofMatl" 0.000000 ##
36. "ExterQual" 0.000000 ##
37. "ExterCond" 0.000000 ##
38. "BsmtFinType2" 0.000000 ##
39. "BsmtFinSF2" 0.000000 ##
40. "Heating" 0.000000 ##
41. "HalfBath" 0.000000 ##
42. "LowQualFinSF" 0.000000 ##
43. "BsmtHalfBath" 0.000000 ##
44. "KitchenAbvGr" 0.000000 ##
45. "Functional" 0.000000 ##
46. "3SsnPorch" 0.000000 ##
47. "Street" 0.000000 ##
48. "GarageCars" 0.000000 ##
49. "LotShape" 0.000000 ##
50. "LandContour" 0.000000 ##
51. "Utilities" 0.000000 ##
52. "LandSlope" 0.000000 ##
53. "SaleCondition" 0.000000 ##
54. "ScreenPorch" 0.000000 ##
55. "PoolArea" 0.000000 ##
56. "PoolQC" 0.000000 ##
57. "Condition1" 0.000000 ##
58. "MiscFeature" 0.000000 ##
59. "MiscVal" 0.000000 ##
60. "Condition2" 0.000000 ##
61. "SaleType" 0.000000 ##
62. "BsmtFinType1" -0.002146 #
63. "GarageCond" -0.002146 #
64. "BsmtQual" -0.002146 #
65. "Alley" -0.002146 #
66. "1stFlrSF" -0.002146 #
67. "Fireplaces" -0.004292 #
68. "BsmtExposure" -0.004292 #
69. "FireplaceQu" -0.015021 #
70. "OverallCond" -0.019313 #
71. "PavedDrive" -0.019313 #
72. "LotArea" -0.019313 #
73. "2ndFlrSF" -0.021459 #
74. "WoodDeckSF" -0.027897 #
75. "LotFrontage" -0.034335 #
76. "GarageYrBlt" -0.034335 #
77. "BsmtFinSF1" -0.040773
78. "Neighborhood" -0.055794
79. "MoSold" -0.064378
80. "GarageType" -0.068670
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.012876 ################
2. "GrLivArea" 0.008584 ##########
3. "YrSold" 0.008584 ##########
4. "MSZoning" 0.006438 ########
5. "LotFrontage" 0.004292 #####
6. "TotRmsAbvGrd" 0.004292 #####
7. "1stFlrSF" 0.004292 #####
8. "BsmtQual" 0.004292 #####
9. "Neighborhood" 0.004292 #####
10. "YearBuilt" 0.004292 #####
11. "2ndFlrSF" 0.002146 ##
12. "MSSubClass" 0.000000
13. "LotArea" 0.000000
14. "BsmtExposure" 0.000000
15. "Exterior1st" 0.000000
16. "LotShape" 0.000000
17. "MasVnrType" 0.000000
18. "LotConfig" 0.000000
19. "GarageFinish" 0.000000
20. "GarageCond" 0.000000
21. "Foundation" 0.000000
22. "OverallQual" 0.000000
23. "GarageQual" 0.000000
24. "EnclosedPorch" 0.000000
25. "Fence" 0.000000
26. "Utilities" 0.000000
27. "LandSlope" 0.000000
28. "Condition1" 0.000000
29. "Condition2" 0.000000
30. "HouseStyle" 0.000000
31. "OverallCond" 0.000000
32. "RoofStyle" 0.000000
33. "RoofMatl" 0.000000
34. "Exterior2nd" 0.000000
35. "ExterCond" 0.000000
36. "BsmtCond" 0.000000
37. "BsmtFinType2" 0.000000
38. "BsmtFinSF2" 0.000000
39. "BsmtUnfSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "LowQualFinSF" 0.000000
43. "BsmtFullBath" 0.000000
44. "BsmtHalfBath" 0.000000
45. "FullBath" 0.000000
46. "KitchenAbvGr" 0.000000
47. "Functional" 0.000000
48. "Fireplaces" 0.000000
49. "3SsnPorch" 0.000000
50. "GarageArea" 0.000000
51. "PavedDrive" 0.000000
52. "Street" 0.000000
53. "SaleCondition" 0.000000
54. "ScreenPorch" 0.000000
55. "PoolArea" 0.000000
56. "PoolQC" 0.000000
57. "Alley" 0.000000
58. "MiscFeature" 0.000000
59. "MiscVal" 0.000000
60. "MoSold" 0.000000
61. "LandContour" 0.000000
62. "SaleType" 0.000000
63. "BldgType" -0.000000
64. "HalfBath" -0.000000
65. "WoodDeckSF" -0.000000
66. "OpenPorchSF" -0.000000
67. "CentralAir" -0.000000
68. "ExterQual" -0.000000
69. "BsmtFinType1" -0.000000
70. "Electrical" -0.000000
71. "TotalBsmtSF" -0.000000
72. "MasVnrArea" -0.000000
73. "GarageCars" -0.000000
74. "GarageYrBlt" -0.000000
75. "BsmtFinSF1" -0.000000
76. "BedroomAbvGr" -0.000000
77. "KitchenQual" -0.000000
78. "FireplaceQu" -0.000000
79. "GarageType" -0.000000
80. "YearRemodAdd" -0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtFinSF1" 0.002625 ################
2. "GarageType" 0.002625 ################
3. "Foundation" 0.002625 ################
4. "1stFlrSF" 0.002625 ################
5. "GarageArea" 0.002625 ################
6. "Neighborhood" 0.000762 ###########
7. "BsmtQual" 0.000595 ##########
8. "Id" 0.000488 ##########
9. "GarageYrBlt" 0.000488 ##########
10. "GarageCars" 0.000452 ##########
11. "HeatingQC" 0.000452 ##########
12. "GrLivArea" 0.000414 ##########
13. "Fireplaces" 0.000337 ##########
14. "YearRemodAdd" 0.000298 ##########
15. "GarageQual" 0.000298 ##########
16. "LotFrontage" 0.000298 ##########
17. "FireplaceQu" 0.000216 #########
18. "KitchenQual" 0.000216 #########
19. "OpenPorchSF" 0.000216 #########
20. "OverallQual" 0.000175 #########
21. "2ndFlrSF" 0.000175 #########
22. "ExterQual" 0.000132 #########
23. "GarageFinish" 0.000089 #########
24. "BsmtUnfSF" 0.000089 #########
25. "BsmtFullBath" 0.000089 #########
26. "MSZoning" 0.000045 #########
27. "ExterCond" 0.000045 #########
28. "BldgType" 0.000045 #########
29. "LandSlope" 0.000000 #########
30. "ScreenPorch" 0.000000 #########
31. "Street" 0.000000 #########
32. "Alley" 0.000000 #########
33. "PoolQC" 0.000000 #########
34. "LandContour" 0.000000 #########
35. "Utilities" 0.000000 #########
36. "Condition1" 0.000000 #########
37. "Condition2" 0.000000 #########
38. "HouseStyle" 0.000000 #########
39. "Fence" 0.000000 #########
40. "MiscFeature" 0.000000 #########
41. "MiscVal" 0.000000 #########
42. "SaleType" 0.000000 #########
43. "RoofMatl" 0.000000 #########
44. "SaleCondition" 0.000000 #########
45. "BsmtCond" 0.000000 #########
46. "Electrical" 0.000000 #########
47. "Heating" 0.000000 #########
48. "LowQualFinSF" 0.000000 #########
49. "PoolArea" 0.000000 #########
50. "BedroomAbvGr" 0.000000 #########
51. "KitchenAbvGr" 0.000000 #########
52. "Functional" 0.000000 #########
53. "BsmtHalfBath" 0.000000 #########
54. "BsmtFinSF2" 0.000000 #########
55. "BsmtExposure" 0.000000 #########
56. "CentralAir" 0.000000 #########
57. "GarageCond" 0.000000 #########
58. "PavedDrive" 0.000000 #########
59. "3SsnPorch" 0.000000 #########
60. "RoofStyle" -0.000046 #########
61. "WoodDeckSF" -0.000046 #########
62. "EnclosedPorch" -0.000046 #########
63. "BsmtFinType2" -0.000046 #########
64. "HalfBath" -0.000046 #########
65. "MasVnrArea" -0.000046 #########
66. "LotShape" -0.000092 #########
67. "MasVnrType" -0.000092 #########
68. "YrSold" -0.000092 #########
69. "LotArea" -0.000140 #########
70. "BsmtFinType1" -0.000140 #########
71. "TotRmsAbvGrd" -0.000189 ########
72. "LotConfig" -0.000238 ########
73. "MSSubClass" -0.000985 ######
74. "Exterior2nd" -0.001120 ######
75. "Exterior1st" -0.001262 ######
76. "TotalBsmtSF" -0.001411 #####
77. "YearBuilt" -0.001567 #####
78. "FullBath" -0.001732 #####
79. "MoSold" -0.002591 ##
80. "OverallCond" -0.003713
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "SaleCondition" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "YrSold" 0.000000 ################
79. "SaleType" 0.000000 ################
80. "BsmtFinType1" -0.012149
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "MSSubClass" 0.027082 ################
2. "HeatingQC" 0.021387 ###############
3. "BsmtUnfSF" 0.018011 ##############
4. "LotArea" 0.016217 ##############
5. "KitchenQual" 0.015563 #############
6. "GarageType" 0.014908 #############
7. "HouseStyle" 0.014736 #############
8. "Condition1" 0.013602 #############
9. "HalfBath" 0.010505 #############
10. "1stFlrSF" 0.008338 ############
11. "Exterior1st" 0.008267 ############
12. "Exterior2nd" 0.007939 ############
13. "MSZoning" 0.007234 ############
14. "Fireplaces" 0.007179 ############
15. "OpenPorchSF" 0.006461 ############
16. "Foundation" 0.006359 ############
17. "FullBath" 0.005639 ############
18. "RoofStyle" 0.005154 ############
19. "MoSold" 0.004941 ############
20. "2ndFlrSF" 0.004670 ############
21. "GarageCond" 0.004299 ############
22. "YearBuilt" 0.003579 ###########
23. "EnclosedPorch" 0.003396 ###########
24. "Id" 0.002313 ###########
25. "BsmtExposure" 0.002294 ###########
26. "BldgType" 0.001287 ###########
27. "PavedDrive" 0.001287 ###########
28. "Electrical" 0.001225 ###########
29. "CentralAir" 0.001225 ###########
30. "BsmtFinType2" 0.001068 ###########
31. "GarageYrBlt" 0.000618 ###########
32. "BsmtQual" 0.000496 ###########
33. "LotConfig" 0.000149 ###########
34. "Utilities" 0.000000 ###########
35. "Street" 0.000000 ###########
36. "Alley" 0.000000 ###########
37. "3SsnPorch" 0.000000 ###########
38. "LandContour" 0.000000 ###########
39. "BsmtFinSF2" 0.000000 ###########
40. "LandSlope" 0.000000 ###########
41. "ScreenPorch" 0.000000 ###########
42. "Heating" 0.000000 ###########
43. "PoolArea" 0.000000 ###########
44. "PoolQC" 0.000000 ###########
45. "Fence" 0.000000 ###########
46. "LowQualFinSF" 0.000000 ###########
47. "MiscVal" 0.000000 ###########
48. "BsmtFullBath" 0.000000 ###########
49. "BsmtHalfBath" 0.000000 ###########
50. "Condition2" 0.000000 ###########
51. "BsmtCond" 0.000000 ###########
52. "SaleType" 0.000000 ###########
53. "KitchenAbvGr" 0.000000 ###########
54. "ExterCond" 0.000000 ###########
55. "SaleCondition" 0.000000 ###########
56. "Functional" 0.000000 ###########
57. "MiscFeature" 0.000000 ###########
58. "GarageQual" 0.000000 ###########
59. "RoofMatl" 0.000000 ###########
60. "MasVnrArea" -0.000129 ###########
61. "TotalBsmtSF" -0.000304 ###########
62. "BsmtFinType1" -0.001148 ###########
63. "BedroomAbvGr" -0.001491 ###########
64. "MasVnrType" -0.001542 ##########
65. "BsmtFinSF1" -0.001780 ##########
66. "LotShape" -0.001926 ##########
67. "GarageFinish" -0.003713 ##########
68. "TotRmsAbvGrd" -0.004760 ##########
69. "ExterQual" -0.005496 ##########
70. "YearRemodAdd" -0.007871 #########
71. "FireplaceQu" -0.008449 #########
72. "GrLivArea" -0.009467 #########
73. "WoodDeckSF" -0.011391 #########
74. "OverallCond" -0.012895 #########
75. "GarageCars" -0.013425 ########
76. "LotFrontage" -0.015135 ########
77. "OverallQual" -0.018774 #######
78. "YrSold" -0.020062 #######
79. "GarageArea" -0.043579 ###
80. "Neighborhood" -0.064464
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "TotRmsAbvGrd" 0.006338 ################
2. "Foundation" 0.006338 ################
3. "Neighborhood" 0.002727 ###########
4. "YearRemodAdd" 0.002450 ###########
5. "GarageArea" 0.002450 ###########
6. "TotalBsmtSF" 0.002064 ###########
7. "LotArea" 0.001530 ##########
8. "FullBath" 0.001530 ##########
9. "MasVnrArea" 0.001432 ##########
10. "OpenPorchSF" 0.001332 ##########
11. "GarageQual" 0.001228 ##########
12. "Exterior1st" 0.001122 ##########
13. "GarageYrBlt" 0.001122 ##########
14. "GarageFinish" 0.001012 #########
15. "BsmtQual" 0.000662 #########
16. "ExterQual" 0.000538 #########
17. "MSSubClass" 0.000410 #########
18. "2ndFlrSF" 0.000410 #########
19. "HouseStyle" 0.000410 #########
20. "OverallCond" 0.000410 #########
21. "LotFrontage" 0.000141 ########
22. "MasVnrType" 0.000141 ########
23. "Street" 0.000000 ########
24. "Alley" 0.000000 ########
25. "LotShape" 0.000000 ########
26. "LandContour" 0.000000 ########
27. "Utilities" 0.000000 ########
28. "HeatingQC" 0.000000 ########
29. "LandSlope" 0.000000 ########
30. "Condition1" 0.000000 ########
31. "Condition2" 0.000000 ########
32. "BldgType" 0.000000 ########
33. "OverallQual" 0.000000 ########
34. "RoofStyle" 0.000000 ########
35. "RoofMatl" 0.000000 ########
36. "ExterCond" 0.000000 ########
37. "BsmtCond" 0.000000 ########
38. "BsmtFinType2" 0.000000 ########
39. "BsmtFinSF2" 0.000000 ########
40. "Heating" 0.000000 ########
41. "3SsnPorch" 0.000000 ########
42. "CentralAir" 0.000000 ########
43. "Electrical" 0.000000 ########
44. "LowQualFinSF" 0.000000 ########
45. "BsmtFullBath" 0.000000 ########
46. "BsmtHalfBath" 0.000000 ########
47. "HalfBath" 0.000000 ########
48. "KitchenAbvGr" 0.000000 ########
49. "Functional" 0.000000 ########
50. "GarageCond" 0.000000 ########
51. "PavedDrive" 0.000000 ########
52. "MSZoning" 0.000000 ########
53. "EnclosedPorch" 0.000000 ########
54. "ScreenPorch" 0.000000 ########
55. "PoolArea" 0.000000 ########
56. "PoolQC" 0.000000 ########
57. "MiscFeature" 0.000000 ########
58. "MiscVal" 0.000000 ########
59. "MoSold" 0.000000 ########
60. "SaleType" 0.000000 ########
61. "SaleCondition" 0.000000 ########
62. "GrLivArea" -0.000146 ########
63. "LotConfig" -0.000146 ########
64. "KitchenQual" -0.000146 ########
65. "Fence" -0.000146 ########
66. "Fireplaces" -0.000146 ########
67. "FireplaceQu" -0.000146 ########
68. "GarageCars" -0.000297 ########
69. "BsmtUnfSF" -0.000297 ########
70. "1stFlrSF" -0.000297 ########
71. "BsmtExposure" -0.000297 ########
72. "WoodDeckSF" -0.000454 ########
73. "BedroomAbvGr" -0.000454 ########
74. "YearBuilt" -0.000785 #######
75. "GarageType" -0.000785 #######
76. "BsmtFinType1" -0.000959 #######
77. "Id" -0.001525 #######
78. "Exterior2nd" -0.003153 #####
79. "BsmtFinSF1" -0.007654
80. "YrSold" -0.007654
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtUnfSF" 0.003241 ################
2. "YrSold" 0.002942 ###############
3. "MSSubClass" 0.002637 ##############
4. "OverallQual" 0.001703 ###########
5. "MoSold" 0.001470 ###########
6. "GarageYrBlt" 0.001301 ##########
7. "Id" 0.001235 ##########
8. "YearRemodAdd" 0.001202 ##########
9. "LotArea" 0.001140 ##########
10. "Neighborhood" 0.001079 #########
11. "BsmtFinType1" 0.000984 #########
12. "TotalBsmtSF" 0.000959 #########
13. "HeatingQC" 0.000709 ########
14. "GarageType" 0.000701 ########
15. "Exterior2nd" 0.000467 ########
16. "GrLivArea" 0.000391 #######
17. "HouseStyle" 0.000321 #######
18. "ExterQual" 0.000290 #######
19. "RoofStyle" 0.000273 #######
20. "GarageQual" 0.000247 #######
21. "BsmtFullBath" 0.000213 #######
22. "FullBath" 0.000165 #######
23. "HalfBath" 0.000132 #######
24. "BsmtFinType2" 0.000094 #######
25. "OpenPorchSF" 0.000079 #######
26. "MSZoning" 0.000054 #######
27. "BsmtQual" 0.000054 #######
28. "MasVnrArea" 0.000044 ######
29. "FireplaceQu" 0.000041 ######
30. "Condition1" 0.000030 ######
31. "BldgType" 0.000009 ######
32. "BsmtExposure" 0.000009 ######
33. "Fireplaces" 0.000005 ######
34. "Fence" 0.000000 ######
35. "Street" 0.000000 ######
36. "Alley" 0.000000 ######
37. "MiscFeature" 0.000000 ######
38. "LandContour" 0.000000 ######
39. "Utilities" 0.000000 ######
40. "LandSlope" 0.000000 ######
41. "Condition2" 0.000000 ######
42. "MiscVal" 0.000000 ######
43. "ExterCond" 0.000000 ######
44. "RoofMatl" 0.000000 ######
45. "CentralAir" 0.000000 ######
46. "Electrical" 0.000000 ######
47. "2ndFlrSF" 0.000000 ######
48. "LowQualFinSF" 0.000000 ######
49. "Heating" 0.000000 ######
50. "BsmtFinSF2" 0.000000 ######
51. "BsmtHalfBath" 0.000000 ######
52. "PoolQC" 0.000000 ######
53. "KitchenAbvGr" 0.000000 ######
54. "Functional" 0.000000 ######
55. "BsmtCond" 0.000000 ######
56. "GarageCond" 0.000000 ######
57. "PavedDrive" 0.000000 ######
58. "EnclosedPorch" 0.000000 ######
59. "3SsnPorch" 0.000000 ######
60. "ScreenPorch" 0.000000 ######
61. "PoolArea" 0.000000 ######
62. "Foundation" -0.000006 ######
63. "BsmtFinSF1" -0.000015 ######
64. "LotConfig" -0.000016 ######
65. "SaleType" -0.000040 ######
66. "SaleCondition" -0.000040 ######
67. "OverallCond" -0.000055 ######
68. "MasVnrType" -0.000062 ######
69. "BedroomAbvGr" -0.000071 ######
70. "LotShape" -0.000143 ######
71. "Exterior1st" -0.000172 ######
72. "WoodDeckSF" -0.000246 ######
73. "KitchenQual" -0.000431 #####
74. "YearBuilt" -0.000730 ####
75. "GarageArea" -0.000952 ####
76. "LotFrontage" -0.001036 ###
77. "TotRmsAbvGrd" -0.001336 ###
78. "GarageCars" -0.001404 ##
79. "1stFlrSF" -0.002042 #
80. "GarageFinish" -0.002432
1. "LotFrontage" 0.043981 ################
2. "HouseStyle" 0.039773 ###############
3. "YearBuilt" 0.036184 ###############
4. "MSSubClass" 0.026786 ###############
5. "Neighborhood" 0.026786 ###############
6. "HeatingQC" 0.020833 ###############
7. "Exterior2nd" 0.017045 ###############
8. "Id" 0.012500 ###############
9. "LotArea" 0.012500 ###############
10. "FullBath" 0.012500 ###############
11. "GarageQual" 0.006944 ###############
12. "BsmtQual" 0.006944 ###############
13. "1stFlrSF" 0.006944 ###############
14. "GrLivArea" 0.006944 ###############
15. "KitchenQual" 0.006944 ###############
16. "FireplaceQu" 0.006944 ###############
17. "YearRemodAdd" 0.006944 ###############
18. "BsmtUnfSF" 0.006944 ###############
19. "MSZoning" 0.000000 ###############
20. "Street" 0.000000 ###############
21. "Alley" 0.000000 ###############
22. "LotShape" 0.000000 ###############
23. "LandContour" 0.000000 ###############
24. "Utilities" 0.000000 ###############
25. "LandSlope" 0.000000 ###############
26. "Condition1" 0.000000 ###############
27. "Condition2" 0.000000 ###############
28. "MiscVal" 0.000000 ###############
29. "OverallQual" 0.000000 ###############
30. "OverallCond" 0.000000 ###############
31. "LotConfig" 0.000000 ###############
32. "RoofStyle" 0.000000 ###############
33. "RoofMatl" 0.000000 ###############
34. "MoSold" 0.000000 ###############
35. "MasVnrType" 0.000000 ###############
36. "MasVnrArea" 0.000000 ###############
37. "YrSold" 0.000000 ###############
38. "ExterCond" 0.000000 ###############
39. "SaleType" 0.000000 ###############
40. "BsmtCond" 0.000000 ###############
41. "BsmtExposure" 0.000000 ###############
42. "BsmtFinType1" 0.000000 ###############
43. "Heating" 0.000000 ###############
44. "BsmtFinType2" 0.000000 ###############
45. "BsmtFinSF2" 0.000000 ###############
46. "SaleCondition" 0.000000 ###############
47. "Electrical" 0.000000 ###############
48. "BsmtFullBath" 0.000000 ###############
49. "BsmtHalfBath" 0.000000 ###############
50. "Fireplaces" 0.000000 ###############
51. "HalfBath" 0.000000 ###############
52. "BedroomAbvGr" 0.000000 ###############
53. "KitchenAbvGr" 0.000000 ###############
54. "CentralAir" 0.000000 ###############
55. "TotRmsAbvGrd" 0.000000 ###############
56. "Functional" 0.000000 ###############
57. "2ndFlrSF" 0.000000 ###############
58. "GarageType" 0.000000 ###############
59. "GarageYrBlt" 0.000000 ###############
60. "LowQualFinSF" 0.000000 ###############
61. "GarageCond" 0.000000 ###############
62. "PavedDrive" 0.000000 ###############
63. "WoodDeckSF" 0.000000 ###############
64. "OpenPorchSF" 0.000000 ###############
65. "EnclosedPorch" 0.000000 ###############
66. "3SsnPorch" 0.000000 ###############
67. "ScreenPorch" 0.000000 ###############
68. "PoolArea" 0.000000 ###############
69. "PoolQC" 0.000000 ###############
70. "Fence" 0.000000 ###############
71. "MiscFeature" 0.000000 ###############
72. "BldgType" -0.008929 ###############
73. "ExterQual" -0.008929 ###############
74. "Foundation" -0.008929 ###############
75. "GarageArea" -0.008929 ###############
76. "BsmtFinSF1" -0.020833 ##############
77. "Exterior1st" -0.062500 ##############
78. "GarageFinish" -0.062500 ##############
79. "GarageCars" -0.062500 ##############
80. "TotalBsmtSF" -0.937500
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtUnfSF" 0.003746 ################
2. "HouseStyle" 0.003746 ################
3. "BsmtQual" 0.001295 ############
4. "YearBuilt" 0.001253 ############
5. "KitchenQual" 0.001075 ############
6. "YearRemodAdd" 0.000728 ###########
7. "LotFrontage" 0.000728 ###########
8. "LotArea" 0.000728 ###########
9. "GarageCars" 0.000728 ###########
10. "FullBath" 0.000674 ###########
11. "OverallCond" 0.000674 ###########
12. "Exterior1st" 0.000674 ###########
13. "MSSubClass" 0.000563 ###########
14. "GarageYrBlt" 0.000506 ###########
15. "BsmtFinType1" 0.000448 ###########
16. "GarageFinish" 0.000388 ###########
17. "HeatingQC" 0.000388 ###########
18. "Fireplaces" 0.000388 ###########
19. "MoSold" 0.000388 ###########
20. "ExterQual" 0.000388 ###########
21. "GarageArea" 0.000327 ###########
22. "BsmtFinSF1" 0.000327 ###########
23. "OpenPorchSF" 0.000327 ###########
24. "Exterior2nd" 0.000327 ###########
25. "LotShape" 0.000264 ###########
26. "OverallQual" 0.000264 ###########
27. "MasVnrType" 0.000264 ###########
28. "MasVnrArea" 0.000264 ###########
29. "LotConfig" 0.000201 ###########
30. "Foundation" 0.000201 ###########
31. "GarageQual" 0.000135 ###########
32. "Fence" 0.000135 ###########
33. "WoodDeckSF" 0.000135 ###########
34. "2ndFlrSF" 0.000135 ###########
35. "HalfBath" 0.000135 ###########
36. "Id" 0.000135 ###########
37. "EnclosedPorch" 0.000068 ##########
38. "LandContour" 0.000068 ##########
39. "GrLivArea" 0.000068 ##########
40. "PavedDrive" 0.000068 ##########
41. "BsmtExposure" 0.000068 ##########
42. "RoofStyle" 0.000068 ##########
43. "Alley" 0.000000 ##########
44. "Utilities" 0.000000 ##########
45. "LandSlope" 0.000000 ##########
46. "Functional" 0.000000 ##########
47. "Condition1" 0.000000 ##########
48. "Condition2" 0.000000 ##########
49. "BldgType" 0.000000 ##########
50. "CentralAir" 0.000000 ##########
51. "LowQualFinSF" 0.000000 ##########
52. "BsmtFullBath" 0.000000 ##########
53. "BsmtHalfBath" 0.000000 ##########
54. "Heating" 0.000000 ##########
55. "KitchenAbvGr" 0.000000 ##########
56. "RoofMatl" 0.000000 ##########
57. "BsmtFinSF2" 0.000000 ##########
58. "BsmtFinType2" 0.000000 ##########
59. "BsmtCond" 0.000000 ##########
60. "ExterCond" 0.000000 ##########
61. "GarageCond" 0.000000 ##########
62. "3SsnPorch" 0.000000 ##########
63. "ScreenPorch" 0.000000 ##########
64. "PoolArea" 0.000000 ##########
65. "PoolQC" 0.000000 ##########
66. "MiscFeature" 0.000000 ##########
67. "MiscVal" 0.000000 ##########
68. "Street" 0.000000 ##########
69. "SaleType" 0.000000 ##########
70. "SaleCondition" 0.000000 ##########
71. "Electrical" -0.000070 ##########
72. "YrSold" -0.000070 ##########
73. "Neighborhood" -0.000070 ##########
74. "BedroomAbvGr" -0.000142 ##########
75. "TotRmsAbvGrd" -0.000215 ##########
76. "MSZoning" -0.000611 ##########
77. "GarageType" -0.000611 ##########
78. "FireplaceQu" -0.000697 #########
79. "TotalBsmtSF" -0.000874 #########
80. "1stFlrSF" -0.008007
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageArea" 0.015866 ################
2. "YearBuilt" 0.011645 ##############
3. "OverallQual" 0.011049 #############
4. "Neighborhood" 0.010777 #############
5. "BsmtUnfSF" 0.010317 #############
6. "YearRemodAdd" 0.008012 ############
7. "Exterior2nd" 0.006868 ###########
8. "Id" 0.006212 ###########
9. "YrSold" 0.006026 ###########
10. "MSZoning" 0.004817 ##########
11. "MasVnrArea" 0.002177 #########
12. "Condition1" 0.002157 #########
13. "Exterior1st" 0.001908 #########
14. "RoofStyle" 0.001858 #########
15. "WoodDeckSF" 0.001581 #########
16. "BsmtExposure" 0.001408 #########
17. "MasVnrType" 0.001401 #########
18. "BsmtFullBath" 0.001076 #########
19. "LotFrontage" 0.000581 ########
20. "1stFlrSF" 0.000421 ########
21. "GarageYrBlt" 0.000421 ########
22. "Foundation" 0.000309 ########
23. "Fireplaces" 0.000176 ########
24. "Fence" 0.000067 ########
25. "MiscVal" 0.000000 ########
26. "SaleType" 0.000000 ########
27. "Street" 0.000000 ########
28. "Alley" 0.000000 ########
29. "SaleCondition" 0.000000 ########
30. "LandContour" 0.000000 ########
31. "Utilities" 0.000000 ########
32. "LandSlope" 0.000000 ########
33. "Condition2" 0.000000 ########
34. "LotConfig" 0.000000 ########
35. "RoofMatl" 0.000000 ########
36. "ExterCond" 0.000000 ########
37. "BsmtCond" 0.000000 ########
38. "BsmtFinType2" 0.000000 ########
39. "BsmtFinSF2" 0.000000 ########
40. "Heating" 0.000000 ########
41. "3SsnPorch" 0.000000 ########
42. "CentralAir" 0.000000 ########
43. "Electrical" 0.000000 ########
44. "LowQualFinSF" 0.000000 ########
45. "BsmtHalfBath" 0.000000 ########
46. "KitchenAbvGr" 0.000000 ########
47. "Functional" 0.000000 ########
48. "ScreenPorch" 0.000000 ########
49. "PoolArea" 0.000000 ########
50. "PoolQC" 0.000000 ########
51. "MiscFeature" 0.000000 ########
52. "LotShape" -0.000028 ########
53. "2ndFlrSF" -0.000029 ########
54. "PavedDrive" -0.000072 ########
55. "OverallCond" -0.000101 ########
56. "HalfBath" -0.000106 ########
57. "MoSold" -0.000342 ########
58. "BldgType" -0.000378 ########
59. "ExterQual" -0.000575 ########
60. "TotalBsmtSF" -0.000664 ########
61. "GarageCond" -0.000697 ########
62. "OpenPorchSF" -0.000992 ########
63. "BedroomAbvGr" -0.001410 #######
64. "GarageFinish" -0.001476 #######
65. "EnclosedPorch" -0.001820 #######
66. "BsmtFinSF1" -0.002011 #######
67. "FullBath" -0.002262 #######
68. "KitchenQual" -0.002598 #######
69. "HouseStyle" -0.002751 #######
70. "GarageCars" -0.002769 #######
71. "TotRmsAbvGrd" -0.002984 #######
72. "FireplaceQu" -0.003497 ######
73. "LotArea" -0.003684 ######
74. "BsmtFinType1" -0.003763 ######
75. "BsmtQual" -0.005925 #####
76. "GarageQual" -0.008022 ####
77. "GarageType" -0.008489 ####
78. "MSSubClass" -0.009026 ####
79. "GrLivArea" -0.012524 ##
80. "HeatingQC" -0.018093
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GrLivArea" 0.002638 ################
2. "YearBuilt" 0.002415 ###############
3. "Fireplaces" 0.001624 #############
4. "YearRemodAdd" 0.000982 ############
5. "Exterior1st" 0.000939 ############
6. "MSSubClass" 0.000735 ############
7. "BsmtFinType1" 0.000656 ###########
8. "FullBath" 0.000551 ###########
9. "YrSold" 0.000538 ###########
10. "BsmtFullBath" 0.000346 ###########
11. "OverallQual" 0.000319 ###########
12. "2ndFlrSF" 0.000275 ###########
13. "LotArea" 0.000253 ###########
14. "1stFlrSF" 0.000238 ###########
15. "MoSold" 0.000155 ##########
16. "MasVnrType" 0.000139 ##########
17. "HouseStyle" 0.000091 ##########
18. "MSZoning" 0.000089 ##########
19. "HalfBath" 0.000089 ##########
20. "BsmtExposure" 0.000056 ##########
21. "GarageQual" 0.000053 ##########
22. "Foundation" 0.000036 ##########
23. "OpenPorchSF" 0.000036 ##########
24. "GarageCars" 0.000020 ##########
25. "BldgType" 0.000000 ##########
26. "BsmtHalfBath" 0.000000 ##########
27. "RoofMatl" 0.000000 ##########
28. "LowQualFinSF" 0.000000 ##########
29. "ExterCond" 0.000000 ##########
30. "Street" 0.000000 ##########
31. "BsmtCond" 0.000000 ##########
32. "Alley" 0.000000 ##########
33. "Functional" 0.000000 ##########
34. "LandContour" 0.000000 ##########
35. "BsmtFinType2" 0.000000 ##########
36. "BsmtFinSF2" 0.000000 ##########
37. "Electrical" 0.000000 ##########
38. "CentralAir" 0.000000 ##########
39. "Heating" 0.000000 ##########
40. "3SsnPorch" 0.000000 ##########
41. "Utilities" 0.000000 ##########
42. "SaleCondition" 0.000000 ##########
43. "GarageCond" 0.000000 ##########
44. "PavedDrive" 0.000000 ##########
45. "LandSlope" 0.000000 ##########
46. "EnclosedPorch" 0.000000 ##########
47. "ScreenPorch" 0.000000 ##########
48. "PoolArea" 0.000000 ##########
49. "PoolQC" 0.000000 ##########
50. "Fence" 0.000000 ##########
51. "MiscFeature" 0.000000 ##########
52. "MiscVal" 0.000000 ##########
53. "KitchenAbvGr" 0.000000 ##########
54. "Condition2" 0.000000 ##########
55. "SaleType" 0.000000 ##########
56. "Neighborhood" -0.000002 ##########
57. "Id" -0.000025 ##########
58. "LotConfig" -0.000036 ##########
59. "Condition1" -0.000055 ##########
60. "OverallCond" -0.000064 ##########
61. "KitchenQual" -0.000076 ##########
62. "TotRmsAbvGrd" -0.000076 ##########
63. "RoofStyle" -0.000091 ##########
64. "BedroomAbvGr" -0.000094 ##########
65. "ExterQual" -0.000097 ##########
66. "LotShape" -0.000111 ##########
67. "HeatingQC" -0.000127 ##########
68. "GarageArea" -0.000141 ##########
69. "MasVnrArea" -0.000155 ##########
70. "WoodDeckSF" -0.000165 ##########
71. "BsmtFinSF1" -0.000296 #########
72. "Exterior2nd" -0.000503 #########
73. "GarageYrBlt" -0.000613 #########
74. "BsmtQual" -0.000829 ########
75. "TotalBsmtSF" -0.000923 ########
76. "FireplaceQu" -0.000930 ########
77. "BsmtUnfSF" -0.001324 #######
78. "GarageFinish" -0.001518 #######
79. "LotFrontage" -0.002530 #####
80. "GarageType" -0.005057
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.008950 ################
2. "GarageCars" 0.008514 ###############
3. "YearRemodAdd" 0.007823 ###############
4. "YearBuilt" 0.005602 #############
5. "TotRmsAbvGrd" 0.004406 ############
6. "BsmtUnfSF" 0.003941 ############
7. "LotArea" 0.003734 ############
8. "GarageArea" 0.003579 ############
9. "Neighborhood" 0.003428 ###########
10. "Fence" 0.002654 ###########
11. "HouseStyle" 0.002621 ###########
12. "BsmtFinSF1" 0.001894 ##########
13. "TotalBsmtSF" 0.001412 ##########
14. "BsmtFullBath" 0.000988 ##########
15. "FireplaceQu" 0.000988 ##########
16. "GarageQual" 0.000988 ##########
17. "RoofStyle" 0.000505 #########
18. "MasVnrArea" 0.000505 #########
19. "BsmtFinType2" 0.000505 #########
20. "BedroomAbvGr" 0.000505 #########
21. "OpenPorchSF" 0.000494 #########
22. "MiscFeature" 0.000000 #########
23. "MSZoning" 0.000000 #########
24. "MiscVal" 0.000000 #########
25. "Street" 0.000000 #########
26. "SaleType" 0.000000 #########
27. "LandContour" 0.000000 #########
28. "Utilities" 0.000000 #########
29. "LandSlope" 0.000000 #########
30. "Condition1" 0.000000 #########
31. "Condition2" 0.000000 #########
32. "BldgType" 0.000000 #########
33. "LotConfig" 0.000000 #########
34. "RoofMatl" 0.000000 #########
35. "ExterQual" 0.000000 #########
36. "ExterCond" 0.000000 #########
37. "HalfBath" 0.000000 #########
38. "BsmtCond" 0.000000 #########
39. "BsmtFinSF2" 0.000000 #########
40. "Heating" 0.000000 #########
41. "SaleCondition" 0.000000 #########
42. "CentralAir" 0.000000 #########
43. "Electrical" 0.000000 #########
44. "LowQualFinSF" 0.000000 #########
45. "BsmtHalfBath" 0.000000 #########
46. "KitchenAbvGr" 0.000000 #########
47. "Functional" 0.000000 #########
48. "3SsnPorch" 0.000000 #########
49. "GarageFinish" 0.000000 #########
50. "GarageCond" 0.000000 #########
51. "PavedDrive" 0.000000 #########
52. "ScreenPorch" 0.000000 #########
53. "PoolArea" 0.000000 #########
54. "PoolQC" 0.000000 #########
55. "1stFlrSF" -0.000106 #########
56. "YrSold" -0.000337 #########
57. "Alley" -0.000529 ########
58. "WoodDeckSF" -0.000529 ########
59. "EnclosedPorch" -0.000529 ########
60. "BsmtExposure" -0.000529 ########
61. "KitchenQual" -0.000529 ########
62. "LotShape" -0.000529 ########
63. "OverallQual" -0.000642 ########
64. "BsmtFinType1" -0.000884 ########
65. "MSSubClass" -0.001082 ########
66. "Fireplaces" -0.001457 ########
67. "Foundation" -0.001663 ########
68. "LotFrontage" -0.001794 ########
69. "GrLivArea" -0.001914 #######
70. "Exterior1st" -0.002144 #######
71. "MasVnrType" -0.002150 #######
72. "OverallCond" -0.002273 #######
73. "MoSold" -0.002275 #######
74. "Exterior2nd" -0.002323 #######
75. "BsmtQual" -0.002335 #######
76. "FullBath" -0.002414 #######
77. "2ndFlrSF" -0.002457 #######
78. "GarageType" -0.003055 #######
79. "GarageYrBlt" -0.004619 #####
80. "HeatingQC" -0.012663
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtFinType1" 0.004442 ################
2. "GarageArea" 0.001992 ###########
3. "FullBath" 0.001862 ###########
4. "BsmtFinSF1" 0.001628 ##########
5. "YearBuilt" 0.001084 ##########
6. "TotRmsAbvGrd" 0.000832 #########
7. "LotConfig" 0.000697 #########
8. "Fireplaces" 0.000697 #########
9. "ExterQual" 0.000627 #########
10. "YearRemodAdd" 0.000627 #########
11. "GrLivArea" 0.000627 #########
12. "FireplaceQu" 0.000555 #########
13. "Neighborhood" 0.000555 #########
14. "BsmtFinType2" 0.000555 #########
15. "Exterior1st" 0.000555 #########
16. "HeatingQC" 0.000481 ########
17. "TotalBsmtSF" 0.000481 ########
18. "MSSubClass" 0.000406 ########
19. "KitchenQual" 0.000406 ########
20. "OverallCond" 0.000406 ########
21. "YrSold" 0.000329 ########
22. "GarageType" 0.000329 ########
23. "Id" 0.000250 ########
24. "2ndFlrSF" 0.000250 ########
25. "HouseStyle" 0.000169 ########
26. "OverallQual" 0.000169 ########
27. "BsmtQual" 0.000169 ########
28. "GarageFinish" 0.000169 ########
29. "GarageQual" 0.000085 ########
30. "LotFrontage" 0.000085 ########
31. "CentralAir" 0.000085 ########
32. "MoSold" 0.000085 ########
33. "MasVnrArea" 0.000085 ########
34. "Electrical" 0.000085 ########
35. "OpenPorchSF" 0.000085 ########
36. "HalfBath" 0.000085 ########
37. "GarageCars" 0.000085 ########
38. "BsmtUnfSF" 0.000085 ########
39. "MSZoning" 0.000000 ########
40. "SaleType" 0.000000 ########
41. "Street" 0.000000 ########
42. "Alley" 0.000000 ########
43. "LotShape" 0.000000 ########
44. "LandContour" 0.000000 ########
45. "Utilities" 0.000000 ########
46. "LandSlope" 0.000000 ########
47. "Condition1" 0.000000 ########
48. "Condition2" 0.000000 ########
49. "BldgType" 0.000000 ########
50. "RoofMatl" 0.000000 ########
51. "Heating" 0.000000 ########
52. "LowQualFinSF" 0.000000 ########
53. "BsmtFinSF2" 0.000000 ########
54. "KitchenAbvGr" 0.000000 ########
55. "BsmtHalfBath" 0.000000 ########
56. "Functional" 0.000000 ########
57. "ExterCond" 0.000000 ########
58. "3SsnPorch" 0.000000 ########
59. "BsmtCond" 0.000000 ########
60. "GarageCond" 0.000000 ########
61. "PavedDrive" 0.000000 ########
62. "SaleCondition" 0.000000 ########
63. "ScreenPorch" 0.000000 ########
64. "PoolArea" 0.000000 ########
65. "PoolQC" 0.000000 ########
66. "Fence" 0.000000 ########
67. "MiscFeature" 0.000000 ########
68. "MiscVal" 0.000000 ########
69. "BsmtFullBath" -0.000088 #######
70. "BsmtExposure" -0.000088 #######
71. "Exterior2nd" -0.000088 #######
72. "EnclosedPorch" -0.000088 #######
73. "MasVnrType" -0.000178 #######
74. "RoofStyle" -0.000178 #######
75. "LotArea" -0.000365 #######
76. "GarageYrBlt" -0.000365 #######
77. "Foundation" -0.000997 ######
78. "BedroomAbvGr" -0.001358 #####
79. "WoodDeckSF" -0.002042 ####
80. "1stFlrSF" -0.004532
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "SaleCondition" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "YrSold" 0.000000 ################
79. "SaleType" 0.000000 ################
80. "YearBuilt" -0.031197
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "TotalBsmtSF" 0.057036 ################
2. "YearBuilt" 0.037950 ###############
3. "Neighborhood" 0.037057 ###############
4. "BsmtUnfSF" 0.035363 ###############
5. "Exterior2nd" 0.032857 ###############
6. "GrLivArea" 0.027923 ##############
7. "GarageArea" 0.015049 ##############
8. "BsmtFinType1" 0.011376 ##############
9. "WoodDeckSF" 0.010294 ##############
10. "LotArea" 0.009570 ##############
11. "GarageYrBlt" 0.009341 ##############
12. "OpenPorchSF" 0.007675 ##############
13. "OverallCond" 0.007447 ##############
14. "KitchenQual" 0.005294 ##############
15. "MoSold" 0.005060 ##############
16. "FullBath" 0.004591 ##############
17. "GarageQual" 0.002273 ##############
18. "FireplaceQu" 0.002273 ##############
19. "EnclosedPorch" 0.002273 ##############
20. "MasVnrArea" 0.001677 ##############
21. "1stFlrSF" 0.001615 ##############
22. "Fence" 0.001615 ##############
23. "HouseStyle" 0.000884 ##############
24. "BsmtQual" 0.000412 #############
25. "LotShape" 0.000000 #############
26. "LandContour" 0.000000 #############
27. "Utilities" 0.000000 #############
28. "HalfBath" 0.000000 #############
29. "LandSlope" 0.000000 #############
30. "Condition1" 0.000000 #############
31. "Condition2" 0.000000 #############
32. "BldgType" 0.000000 #############
33. "RoofStyle" 0.000000 #############
34. "RoofMatl" 0.000000 #############
35. "MasVnrType" 0.000000 #############
36. "ExterCond" 0.000000 #############
37. "BsmtCond" 0.000000 #############
38. "BsmtFinSF1" 0.000000 #############
39. "BsmtFinSF2" 0.000000 #############
40. "Heating" 0.000000 #############
41. "3SsnPorch" 0.000000 #############
42. "CentralAir" 0.000000 #############
43. "Electrical" 0.000000 #############
44. "LowQualFinSF" 0.000000 #############
45. "BsmtFullBath" 0.000000 #############
46. "BsmtHalfBath" 0.000000 #############
47. "KitchenAbvGr" 0.000000 #############
48. "Functional" 0.000000 #############
49. "Fireplaces" 0.000000 #############
50. "GarageType" 0.000000 #############
51. "GarageCond" 0.000000 #############
52. "PavedDrive" 0.000000 #############
53. "MSZoning" 0.000000 #############
54. "ScreenPorch" 0.000000 #############
55. "PoolArea" 0.000000 #############
56. "PoolQC" 0.000000 #############
57. "Street" 0.000000 #############
58. "MiscFeature" 0.000000 #############
59. "MiscVal" 0.000000 #############
60. "Alley" 0.000000 #############
61. "SaleType" 0.000000 #############
62. "SaleCondition" 0.000000 #############
63. "Id" -0.000149 #############
64. "ExterQual" -0.002579 #############
65. "BedroomAbvGr" -0.002778 #############
66. "BsmtFinType2" -0.002778 #############
67. "YearRemodAdd" -0.003359 #############
68. "Exterior1st" -0.006452 #############
69. "YrSold" -0.008049 #############
70. "OverallQual" -0.009037 #############
71. "GarageFinish" -0.010714 #############
72. "2ndFlrSF" -0.014989 #############
73. "BsmtExposure" -0.016667 #############
74. "Foundation" -0.016667 #############
75. "HeatingQC" -0.017790 #############
76. "LotConfig" -0.019792 #############
77. "MSSubClass" -0.043131 ############
78. "GarageCars" -0.055127 ############
79. "LotFrontage" -0.209524 ######
80. "TotRmsAbvGrd" -0.394940
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YearRemodAdd" 0.002450 ################
2. "LotArea" 0.002450 ################
3. "MoSold" 0.002450 ################
4. "FireplaceQu" 0.002450 ################
5. "GarageYrBlt" 0.000587 ###########
6. "GarageArea" 0.000587 ###########
7. "FullBath" 0.000555 ###########
8. "Neighborhood" 0.000555 ###########
9. "HeatingQC" 0.000489 ###########
10. "1stFlrSF" 0.000420 ##########
11. "BsmtQual" 0.000314 ##########
12. "OverallQual" 0.000314 ##########
13. "Exterior2nd" 0.000277 ##########
14. "2ndFlrSF" 0.000277 ##########
15. "OverallCond" 0.000277 ##########
16. "KitchenQual" 0.000277 ##########
17. "YearBuilt" 0.000239 ##########
18. "Fireplaces" 0.000239 ##########
19. "MasVnrArea" 0.000201 ##########
20. "LotShape" 0.000201 ##########
21. "BsmtUnfSF" 0.000201 ##########
22. "OpenPorchSF" 0.000201 ##########
23. "LotFrontage" 0.000162 ##########
24. "Foundation" 0.000162 ##########
25. "BsmtExposure" 0.000162 ##########
26. "MSSubClass" 0.000123 ##########
27. "HouseStyle" 0.000123 ##########
28. "Fence" 0.000123 ##########
29. "GarageFinish" 0.000083 ##########
30. "MasVnrType" 0.000083 ##########
31. "BldgType" 0.000042 #########
32. "HalfBath" 0.000042 #########
33. "LandContour" 0.000042 #########
34. "PavedDrive" 0.000042 #########
35. "WoodDeckSF" 0.000042 #########
36. "CentralAir" 0.000042 #########
37. "MSZoning" 0.000042 #########
38. "BsmtFinSF1" 0.000042 #########
39. "BsmtFinSF2" 0.000000 #########
40. "Heating" 0.000000 #########
41. "LotConfig" 0.000000 #########
42. "LowQualFinSF" 0.000000 #########
43. "BsmtFullBath" 0.000000 #########
44. "BsmtHalfBath" 0.000000 #########
45. "KitchenAbvGr" 0.000000 #########
46. "TotRmsAbvGrd" 0.000000 #########
47. "Functional" 0.000000 #########
48. "Street" 0.000000 #########
49. "Alley" 0.000000 #########
50. "Utilities" 0.000000 #########
51. "LandSlope" 0.000000 #########
52. "Condition1" 0.000000 #########
53. "GarageQual" 0.000000 #########
54. "GarageCond" 0.000000 #########
55. "Condition2" 0.000000 #########
56. "RoofStyle" 0.000000 #########
57. "RoofMatl" 0.000000 #########
58. "3SsnPorch" 0.000000 #########
59. "ScreenPorch" 0.000000 #########
60. "PoolArea" 0.000000 #########
61. "PoolQC" 0.000000 #########
62. "ExterCond" 0.000000 #########
63. "MiscFeature" 0.000000 #########
64. "MiscVal" 0.000000 #########
65. "BsmtCond" 0.000000 #########
66. "SaleType" 0.000000 #########
67. "Electrical" -0.000042 #########
68. "BsmtFinType2" -0.000042 #########
69. "SaleCondition" -0.000042 #########
70. "EnclosedPorch" -0.000086 #########
71. "GarageCars" -0.000175 #########
72. "BedroomAbvGr" -0.000175 #########
73. "YrSold" -0.000221 #########
74. "Id" -0.000315 #########
75. "ExterQual" -0.000363 ########
76. "BsmtFinType1" -0.000363 ########
77. "GarageType" -0.000463 ########
78. "GrLivArea" -0.002876 ##
79. "Exterior1st" -0.003349 #
80. "TotalBsmtSF" -0.003887
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "SaleCondition" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "YrSold" 0.000000 ################
79. "SaleType" 0.000000 ################
80. "Exterior1st" -0.013992
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Exterior1st" 0.002411 ################
2. "GarageType" 0.002198 ###############
3. "GrLivArea" 0.002001 ##############
4. "OverallCond" 0.001994 ##############
5. "YearBuilt" 0.000926 ############
6. "OverallQual" 0.000817 ############
7. "FireplaceQu" 0.000726 ###########
8. "KitchenQual" 0.000661 ###########
9. "GarageFinish" 0.000570 ###########
10. "Fireplaces" 0.000542 ###########
11. "1stFlrSF" 0.000521 ###########
12. "HouseStyle" 0.000521 ###########
13. "MasVnrArea" 0.000397 ###########
14. "ExterQual" 0.000397 ###########
15. "HalfBath" 0.000350 ##########
16. "LotArea" 0.000333 ##########
17. "2ndFlrSF" 0.000333 ##########
18. "TotRmsAbvGrd" 0.000333 ##########
19. "Electrical" 0.000315 ##########
20. "BsmtExposure" 0.000269 ##########
21. "BedroomAbvGr" 0.000203 ##########
22. "FullBath" 0.000203 ##########
23. "WoodDeckSF" 0.000203 ##########
24. "Fence" 0.000203 ##########
25. "BsmtFullBath" 0.000137 ##########
26. "LotShape" 0.000069 ##########
27. "BldgType" 0.000069 ##########
28. "SaleType" 0.000069 ##########
29. "Id" 0.000063 ##########
30. "HeatingQC" 0.000000 ##########
31. "LandSlope" 0.000000 ##########
32. "Condition1" 0.000000 ##########
33. "Condition2" 0.000000 ##########
34. "RoofStyle" 0.000000 ##########
35. "RoofMatl" 0.000000 ##########
36. "MasVnrType" 0.000000 ##########
37. "ExterCond" 0.000000 ##########
38. "BsmtCond" 0.000000 ##########
39. "BsmtFinType2" 0.000000 ##########
40. "Heating" 0.000000 ##########
41. "SaleCondition" 0.000000 ##########
42. "CentralAir" 0.000000 ##########
43. "LowQualFinSF" 0.000000 ##########
44. "BsmtHalfBath" 0.000000 ##########
45. "KitchenAbvGr" 0.000000 ##########
46. "Functional" 0.000000 ##########
47. "LotFrontage" 0.000000 ##########
48. "3SsnPorch" 0.000000 ##########
49. "Street" 0.000000 ##########
50. "GarageQual" 0.000000 ##########
51. "Alley" 0.000000 ##########
52. "EnclosedPorch" 0.000000 ##########
53. "ScreenPorch" 0.000000 ##########
54. "PoolArea" 0.000000 ##########
55. "PoolQC" 0.000000 ##########
56. "LandContour" 0.000000 ##########
57. "MiscFeature" 0.000000 ##########
58. "MiscVal" 0.000000 ##########
59. "Utilities" 0.000000 ##########
60. "GarageCond" -0.000070 #########
61. "PavedDrive" -0.000070 #########
62. "LotConfig" -0.000070 #########
63. "BsmtFinSF2" -0.000070 #########
64. "GarageYrBlt" -0.000070 #########
65. "OpenPorchSF" -0.000141 #########
66. "YrSold" -0.000141 #########
67. "BsmtQual" -0.000203 #########
68. "BsmtUnfSF" -0.000214 #########
69. "GarageCars" -0.000619 ########
70. "MSSubClass" -0.000735 ########
71. "MoSold" -0.000735 ########
72. "Exterior2nd" -0.001292 ######
73. "Foundation" -0.001370 ######
74. "GarageArea" -0.001640 ######
75. "MSZoning" -0.001701 #####
76. "TotalBsmtSF" -0.001763 #####
77. "BsmtFinSF1" -0.002129 ####
78. "YearRemodAdd" -0.002589 ###
79. "Neighborhood" -0.003731
80. "BsmtFinType1" -0.004124
1. "MSZoning" 0.011669 ################
2. "LotArea" 0.011272 ###############
3. "TotRmsAbvGrd" 0.007649 #############
4. "HeatingQC" 0.007407 #############
5. "TotalBsmtSF" 0.007407 #############
6. "BsmtQual" 0.006614 #############
7. "OverallQual" 0.006614 #############
8. "WoodDeckSF" 0.004233 ############
9. "Id" 0.003813 ############
10. "BsmtFinType1" 0.003367 ###########
11. "Neighborhood" 0.003367 ###########
12. "Foundation" 0.003367 ###########
13. "BedroomAbvGr" 0.003367 ###########
14. "YrSold" 0.002894 ###########
15. "GarageType" 0.001852 ###########
16. "2ndFlrSF" 0.001852 ###########
17. "HouseStyle" 0.001852 ###########
18. "MoSold" 0.001277 ##########
19. "BsmtFullBath" 0.000661 ##########
20. "LotShape" 0.000661 ##########
21. "Electrical" 0.000661 ##########
22. "ExterQual" 0.000661 ##########
23. "1stFlrSF" 0.000661 ##########
24. "BldgType" 0.000661 ##########
25. "KitchenQual" 0.000661 ##########
26. "CentralAir" 0.000661 ##########
27. "PavedDrive" 0.000661 ##########
28. "Utilities" 0.000000 ##########
29. "LandSlope" 0.000000 ##########
30. "Condition1" 0.000000 ##########
31. "Condition2" 0.000000 ##########
32. "RoofStyle" 0.000000 ##########
33. "RoofMatl" 0.000000 ##########
34. "MasVnrType" 0.000000 ##########
35. "MasVnrArea" 0.000000 ##########
36. "BsmtCond" 0.000000 ##########
37. "BsmtExposure" 0.000000 ##########
38. "BsmtFinType2" 0.000000 ##########
39. "BsmtFinSF2" 0.000000 ##########
40. "Heating" 0.000000 ##########
41. "SaleCondition" 0.000000 ##########
42. "LowQualFinSF" 0.000000 ##########
43. "BsmtHalfBath" 0.000000 ##########
44. "HalfBath" 0.000000 ##########
45. "KitchenAbvGr" 0.000000 ##########
46. "Functional" 0.000000 ##########
47. "Fireplaces" 0.000000 ##########
48. "3SsnPorch" 0.000000 ##########
49. "GarageFinish" 0.000000 ##########
50. "GarageQual" 0.000000 ##########
51. "MSSubClass" 0.000000 ##########
52. "Street" 0.000000 ##########
53. "ScreenPorch" 0.000000 ##########
54. "PoolArea" 0.000000 ##########
55. "PoolQC" 0.000000 ##########
56. "MiscFeature" 0.000000 ##########
57. "MiscVal" 0.000000 ##########
58. "Alley" 0.000000 ##########
59. "LandContour" 0.000000 ##########
60. "SaleType" 0.000000 ##########
61. "FullBath" -0.000712 #########
62. "GarageCond" -0.000712 #########
63. "OpenPorchSF" -0.000712 #########
64. "OverallCond" -0.000712 #########
65. "Fence" -0.000712 #########
66. "FireplaceQu" -0.000712 #########
67. "LotFrontage" -0.000712 #########
68. "ExterCond" -0.001481 #########
69. "YearBuilt" -0.001481 #########
70. "GrLivArea" -0.001481 #########
71. "Exterior2nd" -0.002315 ########
72. "GarageCars" -0.003221 ########
73. "GarageArea" -0.003221 ########
74. "EnclosedPorch" -0.003221 ########
75. "LotConfig" -0.003221 ########
76. "Exterior1st" -0.006481 ######
77. "GarageYrBlt" -0.006481 ######
78. "YearRemodAdd" -0.014815 ##
79. "BsmtUnfSF" -0.017196 #
80. "BsmtFinSF1" -0.019943
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtUnfSF" 0.002409 ################
2. "YearBuilt" 0.002409 ################
3. "EnclosedPorch" 0.002409 ################
4. "KitchenQual" 0.000272 ###########
5. "OverallQual" 0.000272 ###########
6. "1stFlrSF" 0.000235 ###########
7. "TotRmsAbvGrd" 0.000159 ###########
8. "BsmtFullBath" 0.000121 ##########
9. "MasVnrArea" 0.000121 ##########
10. "GrLivArea" 0.000081 ##########
11. "ExterQual" 0.000081 ##########
12. "WoodDeckSF" 0.000081 ##########
13. "LotConfig" 0.000041 ##########
14. "BldgType" 0.000041 ##########
15. "HouseStyle" 0.000041 ##########
16. "Exterior2nd" 0.000041 ##########
17. "BsmtQual" 0.000041 ##########
18. "RoofStyle" 0.000041 ##########
19. "GarageType" 0.000041 ##########
20. "GarageFinish" 0.000041 ##########
21. "SaleType" 0.000041 ##########
22. "BedroomAbvGr" 0.000000 ##########
23. "Condition1" 0.000000 ##########
24. "Condition2" 0.000000 ##########
25. "BsmtHalfBath" 0.000000 ##########
26. "RoofMatl" 0.000000 ##########
27. "CentralAir" 0.000000 ##########
28. "Alley" 0.000000 ##########
29. "ExterCond" 0.000000 ##########
30. "LowQualFinSF" 0.000000 ##########
31. "KitchenAbvGr" 0.000000 ##########
32. "BsmtCond" 0.000000 ##########
33. "Heating" 0.000000 ##########
34. "Street" 0.000000 ##########
35. "BsmtFinSF1" 0.000000 ##########
36. "BsmtFinType2" 0.000000 ##########
37. "BsmtFinSF2" 0.000000 ##########
38. "Functional" 0.000000 ##########
39. "LotShape" 0.000000 ##########
40. "3SsnPorch" 0.000000 ##########
41. "LandContour" 0.000000 ##########
42. "Utilities" 0.000000 ##########
43. "GarageCond" 0.000000 ##########
44. "PavedDrive" 0.000000 ##########
45. "SaleCondition" 0.000000 ##########
46. "OpenPorchSF" 0.000000 ##########
47. "LandSlope" 0.000000 ##########
48. "GarageCars" 0.000000 ##########
49. "PoolArea" 0.000000 ##########
50. "PoolQC" 0.000000 ##########
51. "Fence" 0.000000 ##########
52. "MiscFeature" 0.000000 ##########
53. "MiscVal" 0.000000 ##########
54. "ScreenPorch" 0.000000 ##########
55. "BsmtExposure" -0.000042 ##########
56. "HeatingQC" -0.000042 ##########
57. "Electrical" -0.000042 ##########
58. "MSZoning" -0.000042 ##########
59. "MasVnrType" -0.000042 ##########
60. "Exterior1st" -0.000084 ##########
61. "GarageArea" -0.000127 ##########
62. "LotArea" -0.000216 ##########
63. "OverallCond" -0.000309 ##########
64. "GarageYrBlt" -0.000309 ##########
65. "LotFrontage" -0.000357 #########
66. "Fireplaces" -0.000357 #########
67. "GarageQual" -0.000405 #########
68. "FullBath" -0.000405 #########
69. "Id" -0.000405 #########
70. "2ndFlrSF" -0.000455 #########
71. "MSSubClass" -0.000557 #########
72. "YrSold" -0.000557 #########
73. "MoSold" -0.000609 #########
74. "FireplaceQu" -0.000889 ########
75. "Foundation" -0.001337 #######
76. "YearRemodAdd" -0.002211 #####
77. "BsmtFinType1" -0.002211 #####
78. "HalfBath" -0.003267 ###
79. "Neighborhood" -0.003391 ###
80. "TotalBsmtSF" -0.004889
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Neighborhood" 0.005486 ################
2. "BsmtQual" 0.003338 ##############
3. "BsmtFinSF1" 0.002981 ##############
4. "GarageType" 0.002743 ##############
5. "OverallQual" 0.002114 ##############
6. "FullBath" 0.002052 ##############
7. "GarageArea" 0.001597 #############
8. "KitchenQual" 0.001298 #############
9. "LotArea" 0.001138 #############
10. "2ndFlrSF" 0.001108 #############
11. "BedroomAbvGr" 0.001015 #############
12. "LotShape" 0.000912 #############
13. "Id" 0.000904 #############
14. "BldgType" 0.000644 #############
15. "Foundation" 0.000641 #############
16. "TotalBsmtSF" 0.000641 #############
17. "YearBuilt" 0.000557 #############
18. "GarageYrBlt" 0.000481 #############
19. "FireplaceQu" 0.000481 #############
20. "YrSold" 0.000285 #############
21. "HalfBath" 0.000235 ############
22. "TotRmsAbvGrd" 0.000208 ############
23. "LotFrontage" 0.000132 ############
24. "EnclosedPorch" 0.000132 ############
25. "MSZoning" 0.000102 ############
26. "BsmtCond" 0.000102 ############
27. "GarageQual" 0.000064 ############
28. "BsmtFullBath" 0.000063 ############
29. "RoofStyle" 0.000028 ############
30. "Street" 0.000000 ############
31. "LandContour" 0.000000 ############
32. "Utilities" 0.000000 ############
33. "LandSlope" 0.000000 ############
34. "Condition1" 0.000000 ############
35. "Condition2" 0.000000 ############
36. "RoofMatl" 0.000000 ############
37. "BsmtExposure" 0.000000 ############
38. "BsmtFinType2" 0.000000 ############
39. "BsmtFinSF2" 0.000000 ############
40. "Heating" 0.000000 ############
41. "3SsnPorch" 0.000000 ############
42. "CentralAir" 0.000000 ############
43. "LowQualFinSF" 0.000000 ############
44. "BsmtHalfBath" 0.000000 ############
45. "KitchenAbvGr" 0.000000 ############
46. "Functional" 0.000000 ############
47. "PavedDrive" 0.000000 ############
48. "ScreenPorch" 0.000000 ############
49. "PoolArea" 0.000000 ############
50. "PoolQC" 0.000000 ############
51. "MiscFeature" 0.000000 ############
52. "MiscVal" 0.000000 ############
53. "MoSold" 0.000000 ############
54. "SaleCondition" 0.000000 ############
55. "ExterCond" -0.000068 ############
56. "Fireplaces" -0.000103 ############
57. "GarageCond" -0.000104 ############
58. "GarageCars" -0.000137 ############
59. "Electrical" -0.000138 ############
60. "LotConfig" -0.000138 ############
61. "SaleType" -0.000138 ############
62. "OpenPorchSF" -0.000148 ############
63. "Alley" -0.000174 ############
64. "ExterQual" -0.000220 ############
65. "Fence" -0.000243 ############
66. "HouseStyle" -0.000249 ############
67. "1stFlrSF" -0.000279 ############
68. "MasVnrType" -0.000388 ############
69. "MasVnrArea" -0.000459 ############
70. "BsmtUnfSF" -0.000513 ############
71. "WoodDeckSF" -0.000532 ############
72. "BsmtFinType1" -0.000830 ############
73. "GrLivArea" -0.001176 ############
74. "GarageFinish" -0.005519 #########
75. "Exterior1st" -0.007489 ########
76. "MSSubClass" -0.007588 ########
77. "OverallCond" -0.007743 ########
78. "YearRemodAdd" -0.009801 #######
79. "HeatingQC" -0.021134
80. "Exterior2nd" -0.022479
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YrSold" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "SaleType" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "BsmtFullBath" 0.000000 ################
48. "BsmtHalfBath" 0.000000 ################
49. "FullBath" 0.000000 ################
50. "HalfBath" 0.000000 ################
51. "BedroomAbvGr" 0.000000 ################
52. "KitchenAbvGr" 0.000000 ################
53. "KitchenQual" 0.000000 ################
54. "TotRmsAbvGrd" 0.000000 ################
55. "Functional" 0.000000 ################
56. "Fireplaces" 0.000000 ################
57. "GarageType" 0.000000 ################
58. "3SsnPorch" 0.000000 ################
59. "GarageFinish" 0.000000 ################
60. "GarageCars" 0.000000 ################
61. "GarageArea" 0.000000 ################
62. "GarageQual" 0.000000 ################
63. "GarageCond" 0.000000 ################
64. "PavedDrive" 0.000000 ################
65. "WoodDeckSF" 0.000000 ################
66. "OpenPorchSF" 0.000000 ################
67. "EnclosedPorch" 0.000000 ################
68. "SaleCondition" 0.000000 ################
69. "ScreenPorch" 0.000000 ################
70. "PoolArea" 0.000000 ################
71. "PoolQC" 0.000000 ################
72. "Fence" 0.000000 ################
73. "MiscFeature" 0.000000 ################
74. "MiscVal" 0.000000 ################
75. "MoSold" 0.000000 ################
76. "YearBuilt" -0.003182 #######
77. "BsmtFinType1" -0.003610 ######
78. "FireplaceQu" -0.003746 ######
79. "GarageYrBlt" -0.003816 ######
80. "GrLivArea" -0.006197
1. "TotRmsAbvGrd" 0.011464 ################
2. "WoodDeckSF" 0.010182 ###############
3. "OpenPorchSF" 0.010173 ###############
4. "BsmtFinType1" 0.010155 ###############
5. "GrLivArea" 0.010096 ###############
6. "Neighborhood" 0.009947 ###############
7. "2ndFlrSF" 0.007393 ###############
8. "GarageYrBlt" 0.007231 ###############
9. "TotalBsmtSF" 0.006837 ##############
10. "1stFlrSF" 0.006659 ##############
11. "FireplaceQu" 0.006153 ##############
12. "LotFrontage" 0.005322 ##############
13. "Fireplaces" 0.002204 #############
14. "Exterior2nd" 0.002052 #############
15. "MasVnrArea" 0.002005 #############
16. "OverallQual" 0.001424 #############
17. "GarageCars" 0.001077 #############
18. "ExterQual" 0.000997 #############
19. "GarageFinish" 0.000977 #############
20. "LotShape" 0.000789 #############
21. "BsmtQual" 0.000484 #############
22. "Alley" 0.000356 #############
23. "GarageQual" 0.000356 #############
24. "BsmtFullBath" 0.000274 #############
25. "BedroomAbvGr" 0.000000 #############
26. "BsmtHalfBath" 0.000000 #############
27. "RoofStyle" 0.000000 #############
28. "LowQualFinSF" 0.000000 #############
29. "ExterCond" 0.000000 #############
30. "RoofMatl" 0.000000 #############
31. "Functional" 0.000000 #############
32. "BsmtCond" 0.000000 #############
33. "KitchenAbvGr" 0.000000 #############
34. "Electrical" 0.000000 #############
35. "BsmtFinType2" 0.000000 #############
36. "BsmtFinSF2" 0.000000 #############
37. "CentralAir" 0.000000 #############
38. "Street" 0.000000 #############
39. "Heating" 0.000000 #############
40. "LotConfig" 0.000000 #############
41. "LandContour" 0.000000 #############
42. "Utilities" 0.000000 #############
43. "3SsnPorch" 0.000000 #############
44. "LandSlope" 0.000000 #############
45. "Condition1" 0.000000 #############
46. "GarageCond" 0.000000 #############
47. "PavedDrive" 0.000000 #############
48. "Condition2" 0.000000 #############
49. "BldgType" 0.000000 #############
50. "SaleCondition" 0.000000 #############
51. "ScreenPorch" 0.000000 #############
52. "PoolArea" 0.000000 #############
53. "PoolQC" 0.000000 #############
54. "MiscFeature" 0.000000 #############
55. "MiscVal" 0.000000 #############
56. "SaleType" 0.000000 #############
57. "BsmtExposure" -0.000082 #############
58. "EnclosedPorch" -0.000237 #############
59. "HalfBath" -0.000385 #############
60. "MasVnrType" -0.000689 #############
61. "HouseStyle" -0.001114 #############
62. "MSZoning" -0.001200 #############
63. "YrSold" -0.001743 ############
64. "GarageArea" -0.002147 ############
65. "MSSubClass" -0.002608 ############
66. "Id" -0.003007 ############
67. "GarageType" -0.003437 ############
68. "FullBath" -0.003653 ############
69. "OverallCond" -0.003788 ############
70. "MoSold" -0.005167 ############
71. "Foundation" -0.005363 ############
72. "YearRemodAdd" -0.006570 ###########
73. "YearBuilt" -0.007051 ###########
74. "BsmtFinSF1" -0.009185 ###########
75. "LotArea" -0.009755 ###########
76. "BsmtUnfSF" -0.010437 ##########
77. "Fence" -0.010628 ##########
78. "HeatingQC" -0.011064 ##########
79. "KitchenQual" -0.011983 ##########
80. "Exterior1st" -0.057230
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "SaleCondition" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "YrSold" 0.000000 ################
79. "SaleType" 0.000000 ################
80. "BsmtFinType1" -0.019602
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "SaleType" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "SaleCondition" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "BsmtFullBath" 0.000000 ################
48. "BsmtHalfBath" 0.000000 ################
49. "FullBath" 0.000000 ################
50. "HalfBath" 0.000000 ################
51. "BedroomAbvGr" 0.000000 ################
52. "KitchenAbvGr" 0.000000 ################
53. "KitchenQual" 0.000000 ################
54. "TotRmsAbvGrd" 0.000000 ################
55. "Functional" 0.000000 ################
56. "Fireplaces" 0.000000 ################
57. "FireplaceQu" 0.000000 ################
58. "GarageType" 0.000000 ################
59. "GarageYrBlt" 0.000000 ################
60. "GarageFinish" 0.000000 ################
61. "GarageCars" 0.000000 ################
62. "GarageArea" 0.000000 ################
63. "GarageQual" 0.000000 ################
64. "GarageCond" 0.000000 ################
65. "PavedDrive" 0.000000 ################
66. "WoodDeckSF" 0.000000 ################
67. "OpenPorchSF" 0.000000 ################
68. "EnclosedPorch" 0.000000 ################
69. "3SsnPorch" 0.000000 ################
70. "ScreenPorch" 0.000000 ################
71. "PoolArea" 0.000000 ################
72. "PoolQC" 0.000000 ################
73. "Fence" 0.000000 ################
74. "MiscFeature" 0.000000 ################
75. "MiscVal" 0.000000 ################
76. "MoSold" 0.000000 ################
77. "YrSold" 0.000000 ################
78. "Neighborhood" -0.001360 ###########
79. "YearRemodAdd" -0.001595 ##########
80. "GrLivArea" -0.004713
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtFinType1" 0.085294 ################
2. "GrLivArea" 0.078261 ###############
3. "BsmtQual" 0.064286 #############
4. "MasVnrType" 0.064286 #############
5. "ExterQual" 0.058333 #############
6. "Exterior1st" 0.058333 #############
7. "Neighborhood" 0.044444 ###########
8. "LotArea" 0.037500 ##########
9. "GarageType" 0.028571 ##########
10. "YearRemodAdd" 0.016667 ########
11. "MasVnrArea" 0.016667 ########
12. "BsmtFinType2" 0.016667 ########
13. "FireplaceQu" 0.016667 ########
14. "YearBuilt" 0.016667 ########
15. "Exterior2nd" 0.016667 ########
16. "GarageFinish" 0.016667 ########
17. "MoSold" 0.016667 ########
18. "Street" 0.000000 #######
19. "Alley" 0.000000 #######
20. "LotShape" 0.000000 #######
21. "LandContour" 0.000000 #######
22. "Utilities" 0.000000 #######
23. "Id" 0.000000 #######
24. "LandSlope" 0.000000 #######
25. "Condition1" 0.000000 #######
26. "Condition2" 0.000000 #######
27. "BldgType" 0.000000 #######
28. "HouseStyle" 0.000000 #######
29. "OverallQual" 0.000000 #######
30. "LotConfig" 0.000000 #######
31. "RoofStyle" 0.000000 #######
32. "RoofMatl" 0.000000 #######
33. "ExterCond" 0.000000 #######
34. "BsmtCond" 0.000000 #######
35. "BsmtExposure" 0.000000 #######
36. "BsmtFinSF1" 0.000000 #######
37. "BsmtFinSF2" 0.000000 #######
38. "BsmtUnfSF" 0.000000 #######
39. "TotalBsmtSF" 0.000000 #######
40. "Heating" 0.000000 #######
41. "HalfBath" 0.000000 #######
42. "CentralAir" 0.000000 #######
43. "Electrical" 0.000000 #######
44. "1stFlrSF" 0.000000 #######
45. "2ndFlrSF" 0.000000 #######
46. "LowQualFinSF" 0.000000 #######
47. "BsmtFullBath" 0.000000 #######
48. "BsmtHalfBath" 0.000000 #######
49. "FullBath" 0.000000 #######
50. "BedroomAbvGr" 0.000000 #######
51. "KitchenAbvGr" 0.000000 #######
52. "TotRmsAbvGrd" 0.000000 #######
53. "Functional" 0.000000 #######
54. "Fireplaces" 0.000000 #######
55. "3SsnPorch" 0.000000 #######
56. "MSZoning" 0.000000 #######
57. "GarageCars" 0.000000 #######
58. "GarageQual" 0.000000 #######
59. "GarageCond" 0.000000 #######
60. "PavedDrive" 0.000000 #######
61. "WoodDeckSF" 0.000000 #######
62. "OpenPorchSF" 0.000000 #######
63. "EnclosedPorch" 0.000000 #######
64. "SaleCondition" 0.000000 #######
65. "ScreenPorch" 0.000000 #######
66. "PoolArea" 0.000000 #######
67. "PoolQC" 0.000000 #######
68. "Fence" 0.000000 #######
69. "MiscFeature" 0.000000 #######
70. "MiscVal" 0.000000 #######
71. "LotFrontage" 0.000000 #######
72. "SaleType" 0.000000 #######
73. "HeatingQC" -0.025000 ####
74. "GarageArea" -0.025000 ####
75. "OverallCond" -0.025000 ####
76. "MSSubClass" -0.025000 ####
77. "Foundation" -0.025000 ####
78. "KitchenQual" -0.066667
79. "YrSold" -0.066667
80. "GarageYrBlt" -0.066667
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YearRemodAdd" 0.020354 ################
2. "HeatingQC" 0.018117 ###############
3. "Neighborhood" 0.016718 ###############
4. "KitchenQual" 0.014420 ##############
5. "Id" 0.014145 ##############
6. "BsmtUnfSF" 0.014049 ##############
7. "OverallQual" 0.011761 ##############
8. "ExterQual" 0.011424 ##############
9. "Fireplaces" 0.010891 ##############
10. "BsmtFinSF1" 0.009945 #############
11. "TotalBsmtSF" 0.009594 #############
12. "MasVnrArea" 0.008925 #############
13. "GarageFinish" 0.008813 #############
14. "YearBuilt" 0.008049 #############
15. "OpenPorchSF" 0.006471 #############
16. "Foundation" 0.006422 #############
17. "LotArea" 0.005661 ############
18. "TotRmsAbvGrd" 0.005533 ############
19. "GarageType" 0.005180 ############
20. "1stFlrSF" 0.004869 ############
21. "MoSold" 0.004567 ############
22. "GarageYrBlt" 0.004365 ############
23. "BsmtQual" 0.003545 ############
24. "MasVnrType" 0.002661 ############
25. "FireplaceQu" 0.002425 ############
26. "Exterior1st" 0.002375 ############
27. "GarageArea" 0.002143 ############
28. "LotConfig" 0.002005 ############
29. "OverallCond" 0.001898 ############
30. "YrSold" 0.001700 ############
31. "HalfBath" 0.001311 ############
32. "RoofStyle" 0.001281 ############
33. "ExterCond" 0.000794 ###########
34. "EnclosedPorch" 0.000694 ###########
35. "MiscFeature" 0.000000 ###########
36. "MiscVal" 0.000000 ###########
37. "Street" 0.000000 ###########
38. "Alley" 0.000000 ###########
39. "SaleType" 0.000000 ###########
40. "LandContour" 0.000000 ###########
41. "Utilities" 0.000000 ###########
42. "LandSlope" 0.000000 ###########
43. "SaleCondition" 0.000000 ###########
44. "Condition2" 0.000000 ###########
45. "BldgType" 0.000000 ###########
46. "RoofMatl" 0.000000 ###########
47. "CentralAir" 0.000000 ###########
48. "Electrical" 0.000000 ###########
49. "Heating" 0.000000 ###########
50. "LowQualFinSF" 0.000000 ###########
51. "BsmtHalfBath" 0.000000 ###########
52. "PoolQC" 0.000000 ###########
53. "KitchenAbvGr" 0.000000 ###########
54. "BsmtFinSF2" 0.000000 ###########
55. "Functional" 0.000000 ###########
56. "BsmtCond" 0.000000 ###########
57. "GarageCond" 0.000000 ###########
58. "PavedDrive" 0.000000 ###########
59. "3SsnPorch" 0.000000 ###########
60. "ScreenPorch" 0.000000 ###########
61. "PoolArea" 0.000000 ###########
62. "BsmtExposure" -0.000031 ###########
63. "BsmtFinType2" -0.000031 ###########
64. "GarageQual" -0.000074 ###########
65. "MSZoning" -0.000096 ###########
66. "LotShape" -0.000226 ###########
67. "Fence" -0.000751 ###########
68. "BsmtFullBath" -0.000758 ###########
69. "2ndFlrSF" -0.000775 ###########
70. "LotFrontage" -0.001065 ###########
71. "Condition1" -0.001422 ###########
72. "FullBath" -0.002193 ###########
73. "MSSubClass" -0.002798 ###########
74. "WoodDeckSF" -0.004069 ##########
75. "HouseStyle" -0.004395 ##########
76. "BedroomAbvGr" -0.004751 ##########
77. "BsmtFinType1" -0.007686 ##########
78. "GarageCars" -0.007877 ##########
79. "GrLivArea" -0.018920 #######
80. "Exterior2nd" -0.057594
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "SaleCondition" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageYrBlt" 0.000000 ################
60. "GarageFinish" 0.000000 ################
61. "GarageCars" 0.000000 ################
62. "GarageArea" 0.000000 ################
63. "GarageQual" 0.000000 ################
64. "GarageCond" 0.000000 ################
65. "PavedDrive" 0.000000 ################
66. "WoodDeckSF" 0.000000 ################
67. "OpenPorchSF" 0.000000 ################
68. "EnclosedPorch" 0.000000 ################
69. "3SsnPorch" 0.000000 ################
70. "ScreenPorch" 0.000000 ################
71. "PoolArea" 0.000000 ################
72. "PoolQC" 0.000000 ################
73. "Fence" 0.000000 ################
74. "MiscFeature" 0.000000 ################
75. "MiscVal" 0.000000 ################
76. "YrSold" 0.000000 ################
77. "SaleType" 0.000000 ################
78. "GarageType" -0.002101 ######
79. "MoSold" -0.003182 #
80. "YearBuilt" -0.003481
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.013791 ################
2. "BsmtFinType1" 0.013791 ################
3. "YearRemodAdd" 0.013371 ###############
4. "Neighborhood" 0.012500 ###############
5. "YearBuilt" 0.010833 ###############
6. "LotArea" 0.006548 ###############
7. "OverallQual" 0.004704 ###############
8. "Exterior2nd" 0.004704 ###############
9. "BsmtFinSF1" 0.004167 ###############
10. "GarageArea" 0.004167 ###############
11. "Foundation" 0.003592 ##############
12. "TotalBsmtSF" 0.003592 ##############
13. "FullBath" 0.003592 ##############
14. "2ndFlrSF" 0.003592 ##############
15. "MSSubClass" 0.002976 ##############
16. "LotFrontage" 0.002976 ##############
17. "BsmtQual" 0.002315 ##############
18. "GrLivArea" 0.002315 ##############
19. "YrSold" 0.002315 ##############
20. "Electrical" 0.001603 ##############
21. "LotShape" 0.001603 ##############
22. "HouseStyle" 0.001603 ##############
23. "BsmtFullBath" 0.001603 ##############
24. "MoSold" 0.001603 ##############
25. "MasVnrArea" 0.000833 ##############
26. "GarageType" 0.000833 ##############
27. "CentralAir" 0.000833 ##############
28. "BsmtExposure" 0.000833 ##############
29. "BldgType" 0.000833 ##############
30. "SaleCondition" 0.000833 ##############
31. "PavedDrive" 0.000833 ##############
32. "Fence" 0.000833 ##############
33. "Condition2" 0.000000 ##############
34. "RoofStyle" 0.000000 ##############
35. "RoofMatl" 0.000000 ##############
36. "ExterCond" 0.000000 ##############
37. "BsmtCond" 0.000000 ##############
38. "BsmtFinType2" 0.000000 ##############
39. "BsmtFinSF2" 0.000000 ##############
40. "Heating" 0.000000 ##############
41. "HalfBath" 0.000000 ##############
42. "LowQualFinSF" 0.000000 ##############
43. "BsmtHalfBath" 0.000000 ##############
44. "KitchenAbvGr" 0.000000 ##############
45. "Functional" 0.000000 ##############
46. "MSZoning" 0.000000 ##############
47. "Street" 0.000000 ##############
48. "LandContour" 0.000000 ##############
49. "OpenPorchSF" 0.000000 ##############
50. "3SsnPorch" 0.000000 ##############
51. "ScreenPorch" 0.000000 ##############
52. "PoolArea" 0.000000 ##############
53. "PoolQC" 0.000000 ##############
54. "Utilities" 0.000000 ##############
55. "MiscFeature" 0.000000 ##############
56. "MiscVal" 0.000000 ##############
57. "LandSlope" 0.000000 ##############
58. "Condition1" 0.000000 ##############
59. "SaleType" 0.000000 ##############
60. "Exterior1st" -0.000906 ##############
61. "GarageQual" -0.000906 ##############
62. "LotConfig" -0.000906 ##############
63. "Alley" -0.000906 ##############
64. "GarageCond" -0.001894 ##############
65. "ExterQual" -0.001894 ##############
66. "HeatingQC" -0.001894 ##############
67. "EnclosedPorch" -0.002976 ##############
68. "KitchenQual" -0.002976 ##############
69. "OverallCond" -0.004167 ##############
70. "BedroomAbvGr" -0.004167 ##############
71. "BsmtUnfSF" -0.005482 ##############
72. "GarageCars" -0.005482 ##############
73. "TotRmsAbvGrd" -0.005482 ##############
74. "GarageYrBlt" -0.008578 #############
75. "FireplaceQu" -0.017628 ############
76. "MasVnrType" -0.024621 ############
77. "WoodDeckSF" -0.029167 ###########
78. "1stFlrSF" -0.041667 ##########
79. "Fireplaces" -0.041667 ##########
80. "GarageFinish" -0.145833
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "TotRmsAbvGrd" 0.000000 ################
55. "Functional" 0.000000 ################
56. "Fireplaces" 0.000000 ################
57. "FireplaceQu" 0.000000 ################
58. "GarageType" 0.000000 ################
59. "GarageYrBlt" 0.000000 ################
60. "GarageFinish" 0.000000 ################
61. "GarageCars" 0.000000 ################
62. "GarageArea" 0.000000 ################
63. "GarageQual" 0.000000 ################
64. "GarageCond" 0.000000 ################
65. "PavedDrive" 0.000000 ################
66. "WoodDeckSF" 0.000000 ################
67. "OpenPorchSF" 0.000000 ################
68. "EnclosedPorch" 0.000000 ################
69. "3SsnPorch" 0.000000 ################
70. "ScreenPorch" 0.000000 ################
71. "PoolArea" 0.000000 ################
72. "PoolQC" 0.000000 ################
73. "Fence" 0.000000 ################
74. "MiscFeature" 0.000000 ################
75. "MiscVal" 0.000000 ################
76. "MoSold" 0.000000 ################
77. "YrSold" 0.000000 ################
78. "SaleType" 0.000000 ################
79. "SaleCondition" 0.000000 ################
80. "KitchenQual" -0.019602
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "FireplaceQu" 0.005875 ################
2. "Exterior1st" 0.005667 ###############
3. "Exterior2nd" 0.005630 ###############
4. "1stFlrSF" 0.005067 ###############
5. "GrLivArea" 0.004947 ###############
6. "BsmtUnfSF" 0.003480 ##############
7. "TotalBsmtSF" 0.003361 ##############
8. "MSZoning" 0.003201 ##############
9. "BsmtFinSF1" 0.003061 ##############
10. "ExterQual" 0.002950 ##############
11. "GarageYrBlt" 0.002507 ##############
12. "LotArea" 0.002111 #############
13. "MasVnrArea" 0.001543 #############
14. "OverallCond" 0.001537 #############
15. "TotRmsAbvGrd" 0.001518 #############
16. "BedroomAbvGr" 0.001379 #############
17. "OverallQual" 0.000606 #############
18. "MoSold" 0.000550 ############
19. "LotConfig" 0.000460 ############
20. "GarageQual" 0.000389 ############
21. "HalfBath" 0.000389 ############
22. "KitchenQual" 0.000242 ############
23. "Alley" 0.000237 ############
24. "MasVnrType" 0.000237 ############
25. "Fence" 0.000237 ############
26. "BsmtExposure" 0.000198 ############
27. "Fireplaces" 0.000152 ############
28. "FullBath" 0.000141 ############
29. "BldgType" 0.000047 ############
30. "BsmtQual" 0.000011 ############
31. "LandContour" 0.000000 ############
32. "Utilities" 0.000000 ############
33. "LandSlope" 0.000000 ############
34. "Condition1" 0.000000 ############
35. "Condition2" 0.000000 ############
36. "RoofMatl" 0.000000 ############
37. "ExterCond" 0.000000 ############
38. "BsmtCond" 0.000000 ############
39. "BsmtFinSF2" 0.000000 ############
40. "Heating" 0.000000 ############
41. "3SsnPorch" 0.000000 ############
42. "CentralAir" 0.000000 ############
43. "Electrical" 0.000000 ############
44. "LowQualFinSF" 0.000000 ############
45. "BsmtHalfBath" 0.000000 ############
46. "KitchenAbvGr" 0.000000 ############
47. "Functional" 0.000000 ############
48. "GarageCond" 0.000000 ############
49. "PavedDrive" 0.000000 ############
50. "ScreenPorch" 0.000000 ############
51. "PoolArea" 0.000000 ############
52. "PoolQC" 0.000000 ############
53. "Street" 0.000000 ############
54. "MiscFeature" 0.000000 ############
55. "MiscVal" 0.000000 ############
56. "LotShape" 0.000000 ############
57. "SaleType" 0.000000 ############
58. "SaleCondition" 0.000000 ############
59. "EnclosedPorch" -0.000100 ############
60. "RoofStyle" -0.000409 ############
61. "GarageCars" -0.000672 ############
62. "HouseStyle" -0.000861 ############
63. "OpenPorchSF" -0.000965 ############
64. "Foundation" -0.001213 ############
65. "MSSubClass" -0.001224 ###########
66. "BsmtFullBath" -0.001228 ###########
67. "YrSold" -0.001293 ###########
68. "GarageFinish" -0.001328 ###########
69. "HeatingQC" -0.001340 ###########
70. "YearRemodAdd" -0.001386 ###########
71. "BsmtFinType2" -0.001651 ###########
72. "GarageArea" -0.001706 ###########
73. "WoodDeckSF" -0.002484 ###########
74. "2ndFlrSF" -0.003107 ##########
75. "YearBuilt" -0.003834 ##########
76. "LotFrontage" -0.003916 ##########
77. "GarageType" -0.008811 #######
78. "BsmtFinType1" -0.015413 ###
79. "Id" -0.020919
80. "Neighborhood" -0.022498
1. "OverallQual" 0.011152 ################
2. "YearBuilt" 0.007346 ##############
3. "TotalBsmtSF" 0.007244 ##############
4. "1stFlrSF" 0.004005 #############
5. "ExterQual" 0.002563 #############
6. "BsmtExposure" 0.002231 #############
7. "2ndFlrSF" 0.001631 #############
8. "BsmtQual" 0.001467 ############
9. "YrSold" 0.001202 ############
10. "FireplaceQu" 0.000695 ############
11. "HalfBath" 0.000109 ############
12. "LotShape" 0.000067 ############
13. "ExterCond" 0.000065 ############
14. "MasVnrArea" 0.000065 ############
15. "BldgType" 0.000044 ############
16. "SaleCondition" 0.000034 ############
17. "Exterior2nd" 0.000031 ############
18. "OverallCond" 0.000011 ############
19. "Electrical" 0.000000 ############
20. "LowQualFinSF" 0.000000 ############
21. "BsmtHalfBath" 0.000000 ############
22. "KitchenAbvGr" 0.000000 ############
23. "Functional" 0.000000 ############
24. "Street" 0.000000 ############
25. "GarageCond" 0.000000 ############
26. "LandContour" 0.000000 ############
27. "Utilities" 0.000000 ############
28. "LandSlope" 0.000000 ############
29. "PavedDrive" 0.000000 ############
30. "ScreenPorch" 0.000000 ############
31. "Condition2" 0.000000 ############
32. "PoolArea" 0.000000 ############
33. "PoolQC" 0.000000 ############
34. "MiscFeature" 0.000000 ############
35. "RoofMatl" 0.000000 ############
36. "MiscVal" 0.000000 ############
37. "SaleType" 0.000000 ############
38. "BsmtCond" 0.000000 ############
39. "BsmtFinSF2" 0.000000 ############
40. "Heating" 0.000000 ############
41. "3SsnPorch" 0.000000 ############
42. "CentralAir" 0.000000 ############
43. "EnclosedPorch" -0.000018 ############
44. "Alley" -0.000027 ############
45. "Condition1" -0.000049 ############
46. "BsmtFinType2" -0.000049 ############
47. "LotArea" -0.000058 ############
48. "BedroomAbvGr" -0.000344 ############
49. "GrLivArea" -0.000490 ############
50. "Neighborhood" -0.000591 ############
51. "GarageQual" -0.000652 ############
52. "HouseStyle" -0.000750 ############
53. "GarageFinish" -0.000903 ############
54. "RoofStyle" -0.000939 ############
55. "KitchenQual" -0.001014 ############
56. "MoSold" -0.001299 ############
57. "MasVnrType" -0.001454 ############
58. "GarageCars" -0.001481 ############
59. "Fence" -0.001481 ############
60. "BsmtFullBath" -0.001521 ############
61. "LotConfig" -0.001579 ############
62. "MSSubClass" -0.001601 ############
63. "GarageType" -0.001618 ############
64. "Foundation" -0.002068 ###########
65. "HeatingQC" -0.002450 ###########
66. "Id" -0.002520 ###########
67. "TotRmsAbvGrd" -0.002946 ###########
68. "BsmtUnfSF" -0.003034 ###########
69. "BsmtFinSF1" -0.003156 ###########
70. "OpenPorchSF" -0.003391 ###########
71. "YearRemodAdd" -0.003976 ###########
72. "FullBath" -0.004778 ###########
73. "Exterior1st" -0.005453 ##########
74. "Fireplaces" -0.005692 ##########
75. "GarageYrBlt" -0.006173 ##########
76. "BsmtFinType1" -0.006368 ##########
77. "GarageArea" -0.008365 #########
78. "MSZoning" -0.018161 ######
79. "LotFrontage" -0.026042 ####
80. "WoodDeckSF" -0.039969
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "TotalBsmtSF" 0.001623 ################
2. "Neighborhood" 0.001623 ################
3. "GarageType" 0.001623 ################
4. "1stFlrSF" 0.001623 ################
5. "Exterior2nd" 0.001623 ################
6. "YearBuilt" 0.000654 #############
7. "MSSubClass" 0.000554 ############
8. "PavedDrive" 0.000470 ############
9. "BedroomAbvGr" 0.000470 ############
10. "Condition1" 0.000448 ############
11. "GrLivArea" 0.000448 ############
12. "BsmtExposure" 0.000448 ############
13. "GarageYrBlt" 0.000381 ############
14. "FullBath" 0.000358 ############
15. "OverallCond" 0.000358 ############
16. "BsmtQual" 0.000311 ############
17. "GarageFinish" 0.000238 ############
18. "YrSold" 0.000162 ###########
19. "OverallQual" 0.000162 ###########
20. "2ndFlrSF" 0.000136 ###########
21. "LotShape" 0.000110 ###########
22. "WoodDeckSF" 0.000110 ###########
23. "GarageCars" 0.000110 ###########
24. "HouseStyle" 0.000110 ###########
25. "Foundation" 0.000083 ###########
26. "MSZoning" 0.000056 ###########
27. "MasVnrArea" 0.000056 ###########
28. "MoSold" 0.000028 ###########
29. "BldgType" 0.000028 ###########
30. "RoofStyle" 0.000028 ###########
31. "ExterCond" 0.000028 ###########
32. "LotConfig" 0.000028 ###########
33. "Electrical" 0.000028 ###########
34. "BsmtFinType2" 0.000028 ###########
35. "CentralAir" 0.000028 ###########
36. "TotRmsAbvGrd" 0.000028 ###########
37. "GarageQual" 0.000028 ###########
38. "EnclosedPorch" 0.000028 ###########
39. "Heating" 0.000000 ###########
40. "BsmtHalfBath" 0.000000 ###########
41. "KitchenAbvGr" 0.000000 ###########
42. "RoofMatl" 0.000000 ###########
43. "Functional" 0.000000 ###########
44. "Condition2" 0.000000 ###########
45. "LandSlope" 0.000000 ###########
46. "3SsnPorch" 0.000000 ###########
47. "Utilities" 0.000000 ###########
48. "BsmtFinSF2" 0.000000 ###########
49. "GarageCond" 0.000000 ###########
50. "LandContour" 0.000000 ###########
51. "Alley" 0.000000 ###########
52. "LowQualFinSF" 0.000000 ###########
53. "ScreenPorch" 0.000000 ###########
54. "PoolArea" 0.000000 ###########
55. "PoolQC" 0.000000 ###########
56. "MiscFeature" 0.000000 ###########
57. "MiscVal" 0.000000 ###########
58. "BsmtCond" 0.000000 ###########
59. "Street" 0.000000 ###########
60. "SaleCondition" 0.000000 ###########
61. "Fence" -0.000028 ###########
62. "SaleType" -0.000028 ###########
63. "Id" -0.000057 ###########
64. "LotArea" -0.000057 ###########
65. "BsmtFinSF1" -0.000087 ###########
66. "HalfBath" -0.000087 ###########
67. "MasVnrType" -0.000087 ###########
68. "ExterQual" -0.000117 ###########
69. "GarageArea" -0.000147 ###########
70. "BsmtUnfSF" -0.000209 ##########
71. "OpenPorchSF" -0.000241 ##########
72. "KitchenQual" -0.000241 ##########
73. "BsmtFullBath" -0.000273 ##########
74. "YearRemodAdd" -0.000273 ##########
75. "Exterior1st" -0.000339 ##########
76. "HeatingQC" -0.000373 ##########
77. "BsmtFinType1" -0.001048 ########
78. "LotFrontage" -0.002734 ###
79. "FireplaceQu" -0.003816
80. "Fireplaces" -0.004053
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OpenPorchSF" 0.005284 ################
2. "OverallQual" 0.003224 ###############
3. "HalfBath" 0.001564 ###############
4. "KitchenQual" 0.001529 ###############
5. "Fireplaces" 0.001382 ###############
6. "BsmtFinSF1" 0.001337 ###############
7. "YearBuilt" 0.001324 ###############
8. "FireplaceQu" 0.001248 ###############
9. "BsmtFinType1" 0.001013 ###############
10. "GrLivArea" 0.000920 ###############
11. "ExterQual" 0.000780 ###############
12. "BsmtQual" 0.000759 ###############
13. "LotFrontage" 0.000759 ###############
14. "LotShape" 0.000524 ###############
15. "GarageType" 0.000517 ###############
16. "EnclosedPorch" 0.000335 ###############
17. "MSZoning" 0.000305 ###############
18. "BsmtFullBath" 0.000203 ###############
19. "LotConfig" 0.000152 ###############
20. "GarageCond" 0.000139 ###############
21. "LandSlope" 0.000085 ###############
22. "Exterior2nd" 0.000081 ###############
23. "Fence" 0.000078 ###############
24. "PavedDrive" 0.000054 ###############
25. "BldgType" 0.000016 ###############
26. "KitchenAbvGr" 0.000000 ###############
27. "BsmtHalfBath" 0.000000 ###############
28. "Street" 0.000000 ###############
29. "LandContour" 0.000000 ###############
30. "Utilities" 0.000000 ###############
31. "BsmtCond" 0.000000 ###############
32. "LowQualFinSF" 0.000000 ###############
33. "3SsnPorch" 0.000000 ###############
34. "Condition2" 0.000000 ###############
35. "BsmtFinType2" 0.000000 ###############
36. "ScreenPorch" 0.000000 ###############
37. "Electrical" 0.000000 ###############
38. "CentralAir" 0.000000 ###############
39. "Heating" 0.000000 ###############
40. "Functional" 0.000000 ###############
41. "RoofMatl" 0.000000 ###############
42. "SaleType" 0.000000 ###############
43. "PoolArea" 0.000000 ###############
44. "PoolQC" 0.000000 ###############
45. "Alley" 0.000000 ###############
46. "MiscFeature" 0.000000 ###############
47. "MiscVal" 0.000000 ###############
48. "BsmtFinSF2" -0.000034 ###############
49. "Condition1" -0.000062 ###############
50. "SaleCondition" -0.000069 ###############
51. "GarageQual" -0.000088 ###############
52. "MasVnrType" -0.000123 ###############
53. "MSSubClass" -0.000130 ###############
54. "ExterCond" -0.000202 ###############
55. "OverallCond" -0.000264 ###############
56. "Id" -0.000301 ###############
57. "2ndFlrSF" -0.000363 ###############
58. "WoodDeckSF" -0.000391 ###############
59. "MasVnrArea" -0.000462 ###############
60. "GarageFinish" -0.000528 ###############
61. "BedroomAbvGr" -0.001186 ###############
62. "Foundation" -0.001458 ###############
63. "GarageArea" -0.001461 ###############
64. "YrSold" -0.002026 ###############
65. "1stFlrSF" -0.002054 ###############
66. "HouseStyle" -0.002276 ###############
67. "GarageCars" -0.002843 ###############
68. "FullBath" -0.003107 ###############
69. "Exterior1st" -0.003247 ###############
70. "MoSold" -0.003366 ###############
71. "HeatingQC" -0.003781 ###############
72. "BsmtUnfSF" -0.003858 ###############
73. "YearRemodAdd" -0.003870 ###############
74. "TotRmsAbvGrd" -0.004764 ###############
75. "RoofStyle" -0.005411 ###############
76. "TotalBsmtSF" -0.006645 ###############
77. "GarageYrBlt" -0.007558 ###############
78. "BsmtExposure" -0.007853 ###############
79. "LotArea" -0.030369 #############
80. "Neighborhood" -0.248814
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotConfig" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "YrSold" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "YearRemodAdd" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "SaleType" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "SaleCondition" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "LotFrontage" -0.003887 #
79. "OverallQual" -0.004113
80. "Id" -0.004274
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "ExterQual" 0.003746 ################
2. "Foundation" 0.003746 ################
3. "OverallQual" 0.003746 ################
4. "1stFlrSF" 0.001295 #############
5. "GarageYrBlt" 0.000728 ############
6. "YearBuilt" 0.000619 ############
7. "KitchenQual" 0.000506 ############
8. "GarageFinish" 0.000388 ############
9. "GarageArea" 0.000388 ############
10. "BsmtFinSF1" 0.000264 ############
11. "Neighborhood" 0.000264 ############
12. "FireplaceQu" 0.000264 ############
13. "Fireplaces" 0.000264 ############
14. "YrSold" 0.000201 ############
15. "MSSubClass" 0.000135 ############
16. "LotFrontage" 0.000135 ############
17. "LotArea" 0.000135 ############
18. "LotShape" 0.000135 ############
19. "BldgType" 0.000135 ############
20. "TotRmsAbvGrd" 0.000135 ############
21. "GarageCars" 0.000135 ############
22. "OpenPorchSF" 0.000135 ############
23. "MasVnrType" 0.000068 ############
24. "BedroomAbvGr" 0.000068 ############
25. "HalfBath" 0.000068 ############
26. "HeatingQC" 0.000068 ############
27. "BsmtCond" 0.000068 ############
28. "BsmtExposure" 0.000068 ############
29. "RoofStyle" 0.000068 ############
30. "PavedDrive" 0.000068 ############
31. "EnclosedPorch" 0.000068 ############
32. "Fence" 0.000068 ############
33. "Condition2" 0.000000 ############
34. "RoofMatl" 0.000000 ############
35. "ExterCond" 0.000000 ############
36. "BsmtFinType1" 0.000000 ############
37. "BsmtFinType2" 0.000000 ############
38. "BsmtFinSF2" 0.000000 ############
39. "BsmtUnfSF" 0.000000 ############
40. "Heating" 0.000000 ############
41. "3SsnPorch" 0.000000 ############
42. "CentralAir" 0.000000 ############
43. "Electrical" 0.000000 ############
44. "LowQualFinSF" 0.000000 ############
45. "BsmtHalfBath" 0.000000 ############
46. "KitchenAbvGr" 0.000000 ############
47. "Functional" 0.000000 ############
48. "GarageType" 0.000000 ############
49. "MSZoning" 0.000000 ############
50. "Street" 0.000000 ############
51. "GarageQual" 0.000000 ############
52. "GarageCond" 0.000000 ############
53. "Alley" 0.000000 ############
54. "LandContour" 0.000000 ############
55. "Utilities" 0.000000 ############
56. "ScreenPorch" 0.000000 ############
57. "PoolArea" 0.000000 ############
58. "PoolQC" 0.000000 ############
59. "LandSlope" 0.000000 ############
60. "MiscFeature" 0.000000 ############
61. "MiscVal" 0.000000 ############
62. "Condition1" 0.000000 ############
63. "SaleCondition" 0.000000 ############
64. "OverallCond" -0.000070 ###########
65. "SaleType" -0.000070 ###########
66. "2ndFlrSF" -0.000215 ###########
67. "HouseStyle" -0.000290 ###########
68. "Id" -0.000290 ###########
69. "MoSold" -0.000368 ###########
70. "WoodDeckSF" -0.000447 ###########
71. "LotConfig" -0.000447 ###########
72. "TotalBsmtSF" -0.000874 ###########
73. "YearRemodAdd" -0.000874 ###########
74. "BsmtFullBath" -0.000874 ###########
75. "GrLivArea" -0.001062 ##########
76. "MasVnrArea" -0.001364 ##########
77. "BsmtQual" -0.001471 ##########
78. "Exterior1st" -0.002054 #########
79. "FullBath" -0.002451 #########
80. "Exterior2nd" -0.011359
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BldgType" 0.002765 ################
2. "HouseStyle" 0.002765 ################
3. "YearBuilt" 0.000787 ###########
4. "GarageArea" 0.000628 ##########
5. "KitchenQual" 0.000397 ##########
6. "BsmtQual" 0.000397 ##########
7. "YearRemodAdd" 0.000229 #########
8. "Neighborhood" 0.000225 #########
9. "Exterior1st" 0.000185 #########
10. "Fireplaces" 0.000140 #########
11. "TotRmsAbvGrd" 0.000140 #########
12. "GarageCars" 0.000140 #########
13. "BsmtFinSF1" 0.000094 #########
14. "LotFrontage" 0.000048 #########
15. "MasVnrArea" 0.000048 #########
16. "HeatingQC" 0.000048 #########
17. "GarageYrBlt" 0.000048 #########
18. "BsmtUnfSF" 0.000048 #########
19. "Foundation" 0.000048 #########
20. "Fence" 0.000000 #########
21. "MSZoning" 0.000000 #########
22. "MiscFeature" 0.000000 #########
23. "Street" 0.000000 #########
24. "Alley" 0.000000 #########
25. "MiscVal" 0.000000 #########
26. "LandContour" 0.000000 #########
27. "Utilities" 0.000000 #########
28. "LandSlope" 0.000000 #########
29. "Condition1" 0.000000 #########
30. "Condition2" 0.000000 #########
31. "SaleType" 0.000000 #########
32. "SaleCondition" 0.000000 #########
33. "RoofStyle" 0.000000 #########
34. "RoofMatl" 0.000000 #########
35. "MasVnrType" 0.000000 #########
36. "ExterCond" 0.000000 #########
37. "BsmtCond" 0.000000 #########
38. "BsmtFinType2" 0.000000 #########
39. "BsmtFinSF2" 0.000000 #########
40. "Heating" 0.000000 #########
41. "LotConfig" 0.000000 #########
42. "CentralAir" 0.000000 #########
43. "Electrical" 0.000000 #########
44. "LowQualFinSF" 0.000000 #########
45. "BsmtHalfBath" 0.000000 #########
46. "BedroomAbvGr" 0.000000 #########
47. "KitchenAbvGr" 0.000000 #########
48. "Functional" 0.000000 #########
49. "GarageType" 0.000000 #########
50. "GarageQual" 0.000000 #########
51. "GarageCond" 0.000000 #########
52. "PavedDrive" 0.000000 #########
53. "EnclosedPorch" 0.000000 #########
54. "3SsnPorch" 0.000000 #########
55. "ScreenPorch" 0.000000 #########
56. "PoolArea" 0.000000 #########
57. "PoolQC" 0.000000 #########
58. "LotArea" -0.000002 #########
59. "1stFlrSF" -0.000024 #########
60. "FullBath" -0.000027 #########
61. "MSSubClass" -0.000049 #########
62. "LotShape" -0.000049 #########
63. "OpenPorchSF" -0.000049 #########
64. "BsmtFullBath" -0.000049 #########
65. "BsmtExposure" -0.000049 #########
66. "ExterQual" -0.000049 #########
67. "MoSold" -0.000049 #########
68. "OverallCond" -0.000098 ########
69. "HalfBath" -0.000098 ########
70. "GrLivArea" -0.000098 ########
71. "TotalBsmtSF" -0.000098 ########
72. "2ndFlrSF" -0.000098 ########
73. "GarageFinish" -0.000200 ########
74. "Exterior2nd" -0.000200 ########
75. "BsmtFinType1" -0.000453 ########
76. "WoodDeckSF" -0.000723 #######
77. "Id" -0.003218 #
78. "YrSold" -0.003324 #
79. "OverallQual" -0.003387
80. "FireplaceQu" -0.003750
1. "LotArea" 0.001651 ################
2. "Neighborhood" 0.001651 ################
3. "OverallQual" 0.000477 ##############
4. "TotalBsmtSF" 0.000387 ##############
5. "BsmtQual" 0.000363 ##############
6. "ExterQual" 0.000340 ##############
7. "Id" 0.000291 ##############
8. "1stFlrSF" 0.000291 ##############
9. "FullBath" 0.000291 ##############
10. "Foundation" 0.000242 ##############
11. "GrLivArea" 0.000191 ##############
12. "YearRemodAdd" 0.000191 ##############
13. "WoodDeckSF" 0.000165 ##############
14. "LotShape" 0.000138 ##############
15. "GarageYrBlt" 0.000111 ##############
16. "KitchenQual" 0.000111 ##############
17. "2ndFlrSF" 0.000111 ##############
18. "MasVnrArea" 0.000111 ##############
19. "MSSubClass" 0.000084 ##############
20. "GarageArea" 0.000084 ##############
21. "SaleType" 0.000084 ##############
22. "BsmtExposure" 0.000084 ##############
23. "HeatingQC" 0.000084 ##############
24. "GarageFinish" 0.000084 ##############
25. "GarageCars" 0.000084 ##############
26. "MasVnrType" 0.000057 ##############
27. "BsmtFullBath" 0.000057 ##############
28. "HouseStyle" 0.000028 ##############
29. "HalfBath" 0.000028 ##############
30. "BsmtUnfSF" 0.000028 ##############
31. "LotConfig" 0.000028 ##############
32. "RoofStyle" 0.000028 ##############
33. "GarageType" 0.000028 ##############
34. "PavedDrive" 0.000028 ##############
35. "BsmtFinSF1" 0.000028 ##############
36. "MSZoning" 0.000000 ##############
37. "MiscFeature" 0.000000 ##############
38. "Street" 0.000000 ##############
39. "Alley" 0.000000 ##############
40. "LandContour" 0.000000 ##############
41. "Utilities" 0.000000 ##############
42. "LandSlope" 0.000000 ##############
43. "Condition1" 0.000000 ##############
44. "Condition2" 0.000000 ##############
45. "BldgType" 0.000000 ##############
46. "MiscVal" 0.000000 ##############
47. "RoofMatl" 0.000000 ##############
48. "ExterCond" 0.000000 ##############
49. "LowQualFinSF" 0.000000 ##############
50. "BsmtHalfBath" 0.000000 ##############
51. "BsmtFinType2" 0.000000 ##############
52. "BedroomAbvGr" 0.000000 ##############
53. "BsmtFinSF2" 0.000000 ##############
54. "TotRmsAbvGrd" 0.000000 ##############
55. "Functional" 0.000000 ##############
56. "KitchenAbvGr" 0.000000 ##############
57. "CentralAir" 0.000000 ##############
58. "Heating" 0.000000 ##############
59. "GarageCond" 0.000000 ##############
60. "BsmtCond" 0.000000 ##############
61. "Fence" 0.000000 ##############
62. "EnclosedPorch" 0.000000 ##############
63. "3SsnPorch" 0.000000 ##############
64. "ScreenPorch" 0.000000 ##############
65. "PoolArea" 0.000000 ##############
66. "PoolQC" 0.000000 ##############
67. "SaleCondition" 0.000000 ##############
68. "LotFrontage" -0.000029 ##############
69. "OverallCond" -0.000029 ##############
70. "GarageQual" -0.000029 ##############
71. "Electrical" -0.000029 ##############
72. "YrSold" -0.000058 ##############
73. "MoSold" -0.000118 ##############
74. "Exterior2nd" -0.000244 ##############
75. "OpenPorchSF" -0.000244 ##############
76. "Exterior1st" -0.001959 ############
77. "FireplaceQu" -0.002165 ############
78. "YearBuilt" -0.002165 ############
79. "BsmtFinType1" -0.002462 ###########
80. "Fireplaces" -0.014731
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "KitchenQual" 0.019006 ################
2. "Exterior2nd" 0.018849 ###############
3. "BsmtUnfSF" 0.018519 ###############
4. "GarageType" 0.016414 ###############
5. "LotArea" 0.006944 #############
6. "BsmtQual" 0.006944 #############
7. "FireplaceQu" 0.006039 #############
8. "HeatingQC" 0.003968 ############
9. "BsmtFullBath" 0.003968 ############
10. "GarageArea" 0.002778 ############
11. "ExterQual" 0.002778 ############
12. "GarageFinish" 0.002778 ############
13. "ExterCond" 0.002778 ############
14. "Foundation" 0.002778 ############
15. "HouseStyle" 0.002778 ############
16. "GarageYrBlt" 0.002778 ############
17. "YrSold" 0.001462 ############
18. "EnclosedPorch" 0.001462 ############
19. "BsmtFinSF1" 0.001462 ############
20. "WoodDeckSF" 0.001462 ############
21. "MasVnrArea" 0.001462 ############
22. "1stFlrSF" 0.001462 ############
23. "MSZoning" 0.000000 ###########
24. "Street" 0.000000 ###########
25. "Alley" 0.000000 ###########
26. "LandContour" 0.000000 ###########
27. "Utilities" 0.000000 ###########
28. "LandSlope" 0.000000 ###########
29. "Condition1" 0.000000 ###########
30. "Condition2" 0.000000 ###########
31. "BldgType" 0.000000 ###########
32. "OverallQual" 0.000000 ###########
33. "YearBuilt" 0.000000 ###########
34. "RoofStyle" 0.000000 ###########
35. "RoofMatl" 0.000000 ###########
36. "MasVnrType" 0.000000 ###########
37. "BsmtCond" 0.000000 ###########
38. "BsmtFinType2" 0.000000 ###########
39. "BsmtFinSF2" 0.000000 ###########
40. "Heating" 0.000000 ###########
41. "3SsnPorch" 0.000000 ###########
42. "CentralAir" 0.000000 ###########
43. "Electrical" 0.000000 ###########
44. "2ndFlrSF" 0.000000 ###########
45. "LowQualFinSF" 0.000000 ###########
46. "BsmtHalfBath" 0.000000 ###########
47. "BedroomAbvGr" 0.000000 ###########
48. "KitchenAbvGr" 0.000000 ###########
49. "TotRmsAbvGrd" 0.000000 ###########
50. "Functional" 0.000000 ###########
51. "GarageQual" 0.000000 ###########
52. "GarageCond" 0.000000 ###########
53. "PavedDrive" 0.000000 ###########
54. "ScreenPorch" 0.000000 ###########
55. "PoolArea" 0.000000 ###########
56. "PoolQC" 0.000000 ###########
57. "MiscFeature" 0.000000 ###########
58. "MiscVal" 0.000000 ###########
59. "SaleType" 0.000000 ###########
60. "OverallCond" -0.001634 ###########
61. "GarageCars" -0.001634 ###########
62. "MSSubClass" -0.001634 ###########
63. "BsmtExposure" -0.001634 ###########
64. "SaleCondition" -0.001634 ###########
65. "LotShape" -0.003472 ###########
66. "HalfBath" -0.003472 ###########
67. "Fence" -0.003472 ###########
68. "Fireplaces" -0.003472 ###########
69. "LotConfig" -0.003472 ###########
70. "OpenPorchSF" -0.005556 ##########
71. "Id" -0.005556 ##########
72. "BsmtFinType1" -0.007937 ##########
73. "Exterior1st" -0.007937 ##########
74. "YearRemodAdd" -0.007937 ##########
75. "MoSold" -0.013889 ########
76. "LotFrontage" -0.022222 #######
77. "TotalBsmtSF" -0.022222 #######
78. "FullBath" -0.027778 #####
79. "GrLivArea" -0.034722 ####
80. "Neighborhood" -0.055556
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "TotRmsAbvGrd" 0.000969 ################
2. "OpenPorchSF" 0.000969 ################
3. "GarageArea" 0.000969 ################
4. "GrLivArea" 0.000388 ##########
5. "YearBuilt" 0.000328 ##########
6. "LotFrontage" 0.000265 #########
7. "Neighborhood" 0.000265 #########
8. "OverallQual" 0.000232 #########
9. "1stFlrSF" 0.000232 #########
10. "ExterQual" 0.000232 #########
11. "FullBath" 0.000199 ########
12. "GarageType" 0.000182 ########
13. "TotalBsmtSF" 0.000147 ########
14. "LotShape" 0.000112 #######
15. "Exterior1st" 0.000112 #######
16. "MasVnrType" 0.000094 #######
17. "YearRemodAdd" 0.000075 #######
18. "FireplaceQu" 0.000075 #######
19. "BsmtFullBath" 0.000075 #######
20. "BsmtUnfSF" 0.000075 #######
21. "BsmtQual" 0.000057 #######
22. "KitchenQual" 0.000057 #######
23. "HeatingQC" 0.000057 #######
24. "HouseStyle" 0.000057 #######
25. "OverallCond" 0.000057 #######
26. "MasVnrArea" 0.000057 #######
27. "BsmtExposure" 0.000038 #######
28. "BldgType" 0.000038 #######
29. "Exterior2nd" 0.000038 #######
30. "GarageFinish" 0.000019 #######
31. "Id" 0.000019 #######
32. "2ndFlrSF" 0.000019 #######
33. "HalfBath" 0.000019 #######
34. "Fireplaces" 0.000019 #######
35. "LandContour" 0.000000 ######
36. "MSZoning" 0.000000 ######
37. "GarageQual" 0.000000 ######
38. "Street" 0.000000 ######
39. "Heating" 0.000000 ######
40. "RoofMatl" 0.000000 ######
41. "Utilities" 0.000000 ######
42. "LandSlope" 0.000000 ######
43. "Condition1" 0.000000 ######
44. "Condition2" 0.000000 ######
45. "CentralAir" 0.000000 ######
46. "LowQualFinSF" 0.000000 ######
47. "BsmtFinSF2" 0.000000 ######
48. "BsmtFinType2" 0.000000 ######
49. "BsmtHalfBath" 0.000000 ######
50. "3SsnPorch" 0.000000 ######
51. "Electrical" 0.000000 ######
52. "BedroomAbvGr" 0.000000 ######
53. "KitchenAbvGr" 0.000000 ######
54. "ExterCond" 0.000000 ######
55. "BsmtCond" 0.000000 ######
56. "Functional" 0.000000 ######
57. "GarageCond" 0.000000 ######
58. "PavedDrive" 0.000000 ######
59. "RoofStyle" 0.000000 ######
60. "EnclosedPorch" 0.000000 ######
61. "MiscFeature" 0.000000 ######
62. "ScreenPorch" 0.000000 ######
63. "PoolArea" 0.000000 ######
64. "PoolQC" 0.000000 ######
65. "Fence" 0.000000 ######
66. "MiscVal" 0.000000 ######
67. "SaleType" 0.000000 ######
68. "SaleCondition" -0.000019 ######
69. "Alley" -0.000019 ######
70. "MSSubClass" -0.000039 ######
71. "WoodDeckSF" -0.000441 ##
72. "GarageYrBlt" -0.000441 ##
73. "Foundation" -0.000466 ##
74. "BsmtFinSF1" -0.000466 ##
75. "BsmtFinType1" -0.000518 ##
76. "LotConfig" -0.000571 #
77. "LotArea" -0.000598 #
78. "YrSold" -0.000654
79. "GarageCars" -0.000711
80. "MoSold" -0.000741
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "SaleCondition" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "YrSold" 0.000000 ################
79. "SaleType" 0.000000 ################
80. "YearBuilt" -0.027084
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "YearRemodAdd" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "MoSold" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YrSold" 0.000000 ################
22. "SaleType" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "SaleCondition" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "FireplaceQu" 0.000000 ################
58. "GarageType" 0.000000 ################
59. "GarageYrBlt" 0.000000 ################
60. "GarageFinish" 0.000000 ################
61. "GarageCars" 0.000000 ################
62. "GarageArea" 0.000000 ################
63. "GarageQual" 0.000000 ################
64. "GarageCond" 0.000000 ################
65. "PavedDrive" 0.000000 ################
66. "WoodDeckSF" 0.000000 ################
67. "OpenPorchSF" 0.000000 ################
68. "EnclosedPorch" 0.000000 ################
69. "3SsnPorch" 0.000000 ################
70. "ScreenPorch" 0.000000 ################
71. "PoolArea" 0.000000 ################
72. "PoolQC" 0.000000 ################
73. "Fence" 0.000000 ################
74. "MiscFeature" 0.000000 ################
75. "MiscVal" 0.000000 ################
76. "OverallCond" -0.002103 ####
77. "BsmtExposure" -0.002412 ##
78. "LotConfig" -0.002438 ##
79. "Fireplaces" -0.002641
80. "RoofStyle" -0.002805
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "SaleCondition" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "MiscFeature" 0.000000 ################
75. "MiscVal" 0.000000 ################
76. "MoSold" 0.000000 ################
77. "YrSold" 0.000000 ################
78. "SaleType" 0.000000 ################
79. "Exterior1st" -0.001896
80. "Fence" -0.001962
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "SaleType" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "SaleCondition" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "BsmtFullBath" 0.000000 ################
48. "BsmtHalfBath" 0.000000 ################
49. "FullBath" 0.000000 ################
50. "HalfBath" 0.000000 ################
51. "BedroomAbvGr" 0.000000 ################
52. "KitchenAbvGr" 0.000000 ################
53. "KitchenQual" 0.000000 ################
54. "TotRmsAbvGrd" 0.000000 ################
55. "Functional" 0.000000 ################
56. "Fireplaces" 0.000000 ################
57. "FireplaceQu" 0.000000 ################
58. "GarageType" 0.000000 ################
59. "GarageYrBlt" 0.000000 ################
60. "GarageFinish" 0.000000 ################
61. "GarageCars" 0.000000 ################
62. "GarageArea" 0.000000 ################
63. "GarageQual" 0.000000 ################
64. "GarageCond" 0.000000 ################
65. "PavedDrive" 0.000000 ################
66. "WoodDeckSF" 0.000000 ################
67. "OpenPorchSF" 0.000000 ################
68. "EnclosedPorch" 0.000000 ################
69. "3SsnPorch" 0.000000 ################
70. "ScreenPorch" 0.000000 ################
71. "PoolArea" 0.000000 ################
72. "PoolQC" 0.000000 ################
73. "Fence" 0.000000 ################
74. "MiscFeature" 0.000000 ################
75. "MiscVal" 0.000000 ################
76. "MoSold" 0.000000 ################
77. "YrSold" 0.000000 ################
78. "GrLivArea" -0.000441 ###########
79. "YearBuilt" -0.000720 ########
80. "Neighborhood" -0.001460
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageYrBlt" 0.007123 ################
2. "1stFlrSF" 0.002766 ############
3. "Neighborhood" 0.002503 ############
4. "GarageFinish" 0.002503 ############
5. "GrLivArea" 0.002116 ############
6. "YearBuilt" 0.002013 ############
7. "Exterior1st" 0.001906 ############
8. "Fireplaces" 0.001323 ###########
9. "OpenPorchSF" 0.001323 ###########
10. "BsmtUnfSF" 0.001063 ###########
11. "FullBath" 0.000926 ###########
12. "MasVnrArea" 0.000926 ###########
13. "OverallQual" 0.000926 ###########
14. "LotArea" 0.000785 ###########
15. "ExterQual" 0.000785 ###########
16. "YearRemodAdd" 0.000639 ###########
17. "LotConfig" 0.000487 ###########
18. "Foundation" 0.000487 ###########
19. "BsmtQual" 0.000487 ###########
20. "YrSold" 0.000487 ###########
21. "HouseStyle" 0.000487 ###########
22. "GarageType" 0.000331 ###########
23. "Id" 0.000331 ###########
24. "RoofStyle" 0.000331 ###########
25. "HalfBath" 0.000331 ###########
26. "BsmtFullBath" 0.000331 ###########
27. "FireplaceQu" 0.000331 ###########
28. "GarageCars" 0.000168 ###########
29. "MSZoning" 0.000168 ###########
30. "TotRmsAbvGrd" 0.000168 ###########
31. "GarageQual" 0.000168 ###########
32. "EnclosedPorch" 0.000168 ###########
33. "BsmtFinType1" 0.000000 ###########
34. "SaleCondition" 0.000000 ###########
35. "Utilities" 0.000000 ###########
36. "LandSlope" 0.000000 ###########
37. "Condition1" 0.000000 ###########
38. "Condition2" 0.000000 ###########
39. "BldgType" 0.000000 ###########
40. "Heating" 0.000000 ###########
41. "RoofMatl" 0.000000 ###########
42. "Electrical" 0.000000 ###########
43. "BsmtFinType2" 0.000000 ###########
44. "ExterCond" 0.000000 ###########
45. "Functional" 0.000000 ###########
46. "LowQualFinSF" 0.000000 ###########
47. "TotalBsmtSF" 0.000000 ###########
48. "CentralAir" 0.000000 ###########
49. "BsmtHalfBath" 0.000000 ###########
50. "BsmtFinSF2" 0.000000 ###########
51. "KitchenAbvGr" 0.000000 ###########
52. "LandContour" 0.000000 ###########
53. "Street" 0.000000 ###########
54. "GarageCond" 0.000000 ###########
55. "Fence" 0.000000 ###########
56. "Alley" 0.000000 ###########
57. "3SsnPorch" 0.000000 ###########
58. "ScreenPorch" 0.000000 ###########
59. "PoolArea" 0.000000 ###########
60. "PoolQC" 0.000000 ###########
61. "MiscFeature" 0.000000 ###########
62. "MiscVal" 0.000000 ###########
63. "BsmtCond" 0.000000 ###########
64. "SaleType" 0.000000 ###########
65. "PavedDrive" -0.000175 ##########
66. "WoodDeckSF" -0.000175 ##########
67. "HeatingQC" -0.000175 ##########
68. "OverallCond" -0.000175 ##########
69. "BedroomAbvGr" -0.000356 ##########
70. "BsmtExposure" -0.000356 ##########
71. "LotShape" -0.000545 ##########
72. "MSSubClass" -0.000545 ##########
73. "MasVnrType" -0.001157 ##########
74. "KitchenQual" -0.001852 #########
75. "LotFrontage" -0.002369 #########
76. "BsmtFinSF1" -0.002646 #########
77. "Exterior2nd" -0.002646 #########
78. "MoSold" -0.003899 ########
79. "2ndFlrSF" -0.005892 ######
80. "GarageArea" -0.015741
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "MSSubClass" 0.025510 ################
2. "BsmtQual" 0.022894 ###############
3. "TotRmsAbvGrd" 0.022556 ###############
4. "OverallQual" 0.019048 ##############
5. "YearRemodAdd" 0.018473 ##############
6. "1stFlrSF" 0.017857 ##############
7. "Neighborhood" 0.014881 ##############
8. "GrLivArea" 0.007937 ############
9. "YrSold" 0.007937 ############
10. "BsmtFinType2" 0.006303 ############
11. "OverallCond" 0.006303 ############
12. "KitchenQual" 0.006303 ############
13. "BsmtFinType1" 0.006303 ############
14. "GarageCars" 0.006303 ############
15. "WoodDeckSF" 0.006303 ############
16. "MSZoning" 0.004464 ############
17. "LotArea" 0.004464 ############
18. "MasVnrType" 0.004464 ############
19. "Foundation" 0.004464 ############
20. "HouseStyle" 0.004464 ############
21. "TotalBsmtSF" 0.004464 ############
22. "FullBath" 0.004464 ############
23. "FireplaceQu" 0.004464 ############
24. "GarageFinish" 0.004464 ############
25. "GarageArea" 0.004464 ############
26. "Exterior2nd" 0.002381 ###########
27. "LotShape" 0.002381 ###########
28. "LandContour" 0.002381 ###########
29. "2ndFlrSF" 0.002381 ###########
30. "BedroomAbvGr" 0.002381 ###########
31. "OpenPorchSF" 0.002381 ###########
32. "BldgType" 0.000000 ###########
33. "RoofStyle" 0.000000 ###########
34. "RoofMatl" 0.000000 ###########
35. "ExterCond" 0.000000 ###########
36. "BsmtCond" 0.000000 ###########
37. "BsmtExposure" 0.000000 ###########
38. "BsmtFinSF2" 0.000000 ###########
39. "BsmtUnfSF" 0.000000 ###########
40. "Heating" 0.000000 ###########
41. "HalfBath" 0.000000 ###########
42. "CentralAir" 0.000000 ###########
43. "Electrical" 0.000000 ###########
44. "LowQualFinSF" 0.000000 ###########
45. "BsmtHalfBath" 0.000000 ###########
46. "KitchenAbvGr" 0.000000 ###########
47. "Functional" 0.000000 ###########
48. "Fireplaces" 0.000000 ###########
49. "Street" 0.000000 ###########
50. "GarageType" 0.000000 ###########
51. "3SsnPorch" 0.000000 ###########
52. "Alley" 0.000000 ###########
53. "Utilities" 0.000000 ###########
54. "LotConfig" 0.000000 ###########
55. "GarageQual" 0.000000 ###########
56. "GarageCond" 0.000000 ###########
57. "PavedDrive" 0.000000 ###########
58. "LandSlope" 0.000000 ###########
59. "Condition1" 0.000000 ###########
60. "SaleCondition" 0.000000 ###########
61. "ScreenPorch" 0.000000 ###########
62. "PoolArea" 0.000000 ###########
63. "PoolQC" 0.000000 ###########
64. "Fence" 0.000000 ###########
65. "MiscFeature" 0.000000 ###########
66. "MiscVal" 0.000000 ###########
67. "Condition2" 0.000000 ###########
68. "SaleType" 0.000000 ###########
69. "EnclosedPorch" -0.002747 ##########
70. "Exterior1st" -0.002747 ##########
71. "GarageYrBlt" -0.002747 ##########
72. "ExterQual" -0.005952 ##########
73. "Id" -0.014286 ########
74. "BsmtFinSF1" -0.019841 #######
75. "LotFrontage" -0.026786 ######
76. "BsmtFullBath" -0.026786 ######
77. "HeatingQC" -0.035714 #####
78. "MoSold" -0.047619 ##
79. "YearBuilt" -0.064286
80. "MasVnrArea" -0.064286
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "HeatingQC" 0.001939 ################
2. "LotArea" 0.001939 ################
3. "BsmtUnfSF" 0.001939 ################
4. "GrLivArea" 0.000866 ############
5. "2ndFlrSF" 0.000570 ############
6. "Neighborhood" 0.000564 ############
7. "TotalBsmtSF" 0.000525 ###########
8. "KitchenQual" 0.000467 ###########
9. "YrSold" 0.000425 ###########
10. "BsmtQual" 0.000314 ###########
11. "ExterQual" 0.000308 ###########
12. "1stFlrSF" 0.000285 ###########
13. "MasVnrType" 0.000282 ###########
14. "GarageFinish" 0.000248 ###########
15. "FullBath" 0.000244 ###########
16. "Foundation" 0.000170 ##########
17. "Fireplaces" 0.000162 ##########
18. "Id" 0.000146 ##########
19. "BsmtExposure" 0.000119 ##########
20. "OverallQual" 0.000102 ##########
21. "Exterior2nd" 0.000097 ##########
22. "Exterior1st" 0.000090 ##########
23. "GarageCars" 0.000067 ##########
24. "GarageQual" 0.000063 ##########
25. "FireplaceQu" 0.000058 ##########
26. "OverallCond" 0.000042 ##########
27. "BedroomAbvGr" 0.000036 ##########
28. "TotRmsAbvGrd" 0.000036 ##########
29. "BldgType" 0.000034 ##########
30. "Alley" 0.000021 ##########
31. "Fence" 0.000021 ##########
32. "MoSold" 0.000012 ##########
33. "HalfBath" 0.000009 ##########
34. "Condition2" 0.000000 ##########
35. "RoofMatl" 0.000000 ##########
36. "ExterCond" 0.000000 ##########
37. "BsmtCond" 0.000000 ##########
38. "BsmtFinType2" 0.000000 ##########
39. "BsmtFinSF2" 0.000000 ##########
40. "Heating" 0.000000 ##########
41. "SaleCondition" 0.000000 ##########
42. "CentralAir" 0.000000 ##########
43. "Electrical" 0.000000 ##########
44. "LowQualFinSF" 0.000000 ##########
45. "BsmtHalfBath" 0.000000 ##########
46. "KitchenAbvGr" 0.000000 ##########
47. "Functional" 0.000000 ##########
48. "3SsnPorch" 0.000000 ##########
49. "Street" 0.000000 ##########
50. "GarageCond" 0.000000 ##########
51. "PavedDrive" 0.000000 ##########
52. "ScreenPorch" 0.000000 ##########
53. "PoolArea" 0.000000 ##########
54. "PoolQC" 0.000000 ##########
55. "LandContour" 0.000000 ##########
56. "MiscFeature" 0.000000 ##########
57. "MiscVal" 0.000000 ##########
58. "Utilities" 0.000000 ##########
59. "LandSlope" 0.000000 ##########
60. "SaleType" 0.000000 ##########
61. "MSZoning" -0.000022 ##########
62. "EnclosedPorch" -0.000022 ##########
63. "Condition1" -0.000022 ##########
64. "RoofStyle" -0.000034 ##########
65. "LotConfig" -0.000034 ##########
66. "MasVnrArea" -0.000034 ##########
67. "BsmtFullBath" -0.000034 ##########
68. "YearRemodAdd" -0.000060 ##########
69. "OpenPorchSF" -0.000124 ##########
70. "YearBuilt" -0.000191 #########
71. "GarageArea" -0.000245 #########
72. "HouseStyle" -0.000340 #########
73. "MSSubClass" -0.000386 #########
74. "LotFrontage" -0.000470 #########
75. "WoodDeckSF" -0.001524 ######
76. "GarageType" -0.001647 #####
77. "LotShape" -0.002333 ###
78. "GarageYrBlt" -0.002468 ###
79. "BsmtFinType1" -0.002587 ###
80. "BsmtFinSF1" -0.003661
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtUnfSF" 0.326522 ################
2. "GarageArea" 0.324688 ###############
3. "MoSold" 0.322852 ###############
4. "FullBath" 0.314386 ###############
5. "OpenPorchSF" 0.291812 ##############
6. "SaleCondition" 0.291667 ##############
7. "Foundation" 0.283875 ##############
8. "Id" 0.283617 ##############
9. "1stFlrSF" 0.283617 ##############
10. "Fireplaces" 0.283479 ##############
11. "BsmtFullBath" 0.283479 ##############
12. "YearBuilt" 0.271723 ##############
13. "GarageType" 0.270833 ##############
14. "Exterior2nd" 0.265649 ##############
15. "YearRemodAdd" 0.250145 #############
16. "YrSold" 0.250145 #############
17. "Neighborhood" 0.208021 ############
18. "GarageFinish" 0.204446 ############
19. "FireplaceQu" 0.033333 ######
20. "HeatingQC" 0.021375 ######
21. "LotArea" 0.021249 ######
22. "TotRmsAbvGrd" 0.020979 ######
23. "MasVnrArea" 0.020833 ######
24. "KitchenQual" 0.001552 #####
25. "BsmtQual" 0.000889 #####
26. "RoofStyle" 0.000416 #####
27. "Fence" 0.000284 #####
28. "LotFrontage" 0.000284 #####
29. "MSSubClass" 0.000000 #####
30. "MSZoning" 0.000000 #####
31. "Street" 0.000000 #####
32. "Alley" 0.000000 #####
33. "LotShape" 0.000000 #####
34. "LandContour" 0.000000 #####
35. "Utilities" 0.000000 #####
36. "LandSlope" 0.000000 #####
37. "Condition1" 0.000000 #####
38. "Condition2" 0.000000 #####
39. "BldgType" 0.000000 #####
40. "HouseStyle" 0.000000 #####
41. "RoofMatl" 0.000000 #####
42. "OverallCond" 0.000000 #####
43. "LotConfig" 0.000000 #####
44. "CentralAir" 0.000000 #####
45. "Electrical" 0.000000 #####
46. "Heating" 0.000000 #####
47. "SaleType" 0.000000 #####
48. "LowQualFinSF" 0.000000 #####
49. "KitchenAbvGr" 0.000000 #####
50. "BsmtHalfBath" 0.000000 #####
51. "BsmtFinSF2" 0.000000 #####
52. "BedroomAbvGr" 0.000000 #####
53. "BsmtCond" 0.000000 #####
54. "BsmtFinType2" 0.000000 #####
55. "BsmtFinSF1" 0.000000 #####
56. "Functional" 0.000000 #####
57. "BsmtExposure" 0.000000 #####
58. "ExterCond" 0.000000 #####
59. "ExterQual" 0.000000 #####
60. "GarageCars" 0.000000 #####
61. "MasVnrType" 0.000000 #####
62. "GarageQual" 0.000000 #####
63. "GarageCond" 0.000000 #####
64. "PavedDrive" 0.000000 #####
65. "WoodDeckSF" 0.000000 #####
66. "EnclosedPorch" 0.000000 #####
67. "3SsnPorch" 0.000000 #####
68. "ScreenPorch" 0.000000 #####
69. "PoolArea" 0.000000 #####
70. "PoolQC" 0.000000 #####
71. "MiscFeature" 0.000000 #####
72. "MiscVal" 0.000000 #####
73. "2ndFlrSF" -0.000152 #####
74. "HalfBath" -0.000152 #####
75. "GarageYrBlt" -0.008593 #####
76. "GrLivArea" -0.040888 ####
77. "TotalBsmtSF" -0.040888 ####
78. "OverallQual" -0.041521 ####
79. "Exterior1st" -0.166004
80. "BsmtFinType1" -0.167514
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageCars" 0.000000 ################
62. "GarageArea" 0.000000 ################
63. "GarageQual" 0.000000 ################
64. "GarageCond" 0.000000 ################
65. "PavedDrive" 0.000000 ################
66. "WoodDeckSF" 0.000000 ################
67. "OpenPorchSF" 0.000000 ################
68. "EnclosedPorch" 0.000000 ################
69. "3SsnPorch" 0.000000 ################
70. "ScreenPorch" 0.000000 ################
71. "PoolArea" 0.000000 ################
72. "PoolQC" 0.000000 ################
73. "Fence" 0.000000 ################
74. "MiscFeature" 0.000000 ################
75. "MiscVal" 0.000000 ################
76. "MoSold" 0.000000 ################
77. "YrSold" 0.000000 ################
78. "SaleType" 0.000000 ################
79. "SaleCondition" 0.000000 ################
80. "GarageFinish" -0.011377
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Exterior1st" 0.003481 ################
2. "ExterQual" 0.002285 #############
3. "BsmtFinType1" 0.001914 ############
4. "GarageCars" 0.001914 ############
5. "LotArea" 0.001830 ############
6. "GarageType" 0.001520 ############
7. "OverallQual" 0.000901 ###########
8. "YearBuilt" 0.000618 ##########
9. "BsmtQual" 0.000567 ##########
10. "FireplaceQu" 0.000410 ##########
11. "GarageYrBlt" 0.000355 #########
12. "Foundation" 0.000242 #########
13. "HouseStyle" 0.000242 #########
14. "Fireplaces" 0.000183 #########
15. "GrLivArea" 0.000183 #########
16. "2ndFlrSF" 0.000123 #########
17. "BsmtExposure" 0.000123 #########
18. "BsmtFullBath" 0.000123 #########
19. "MoSold" 0.000123 #########
20. "Id" 0.000062 #########
21. "KitchenQual" 0.000062 #########
22. "LotShape" 0.000062 #########
23. "Electrical" 0.000062 #########
24. "CentralAir" 0.000062 #########
25. "TotRmsAbvGrd" 0.000062 #########
26. "GarageArea" 0.000062 #########
27. "Fence" 0.000062 #########
28. "SaleCondition" 0.000062 #########
29. "YrSold" 0.000062 #########
30. "MasVnrArea" 0.000062 #########
31. "KitchenAbvGr" 0.000000 #########
32. "BsmtHalfBath" 0.000000 #########
33. "Street" 0.000000 #########
34. "Alley" 0.000000 #########
35. "LandContour" 0.000000 #########
36. "Utilities" 0.000000 #########
37. "LandSlope" 0.000000 #########
38. "BsmtUnfSF" 0.000000 #########
39. "ExterCond" 0.000000 #########
40. "Heating" 0.000000 #########
41. "Functional" 0.000000 #########
42. "RoofMatl" 0.000000 #########
43. "RoofStyle" 0.000000 #########
44. "LowQualFinSF" 0.000000 #########
45. "BldgType" 0.000000 #########
46. "Condition2" 0.000000 #########
47. "BsmtCond" 0.000000 #########
48. "GarageCond" 0.000000 #########
49. "PavedDrive" 0.000000 #########
50. "EnclosedPorch" 0.000000 #########
51. "ScreenPorch" 0.000000 #########
52. "PoolArea" 0.000000 #########
53. "PoolQC" 0.000000 #########
54. "BsmtFinType2" 0.000000 #########
55. "MiscFeature" 0.000000 #########
56. "MiscVal" 0.000000 #########
57. "Condition1" 0.000000 #########
58. "BsmtFinSF2" 0.000000 #########
59. "SaleType" 0.000000 #########
60. "3SsnPorch" 0.000000 #########
61. "HalfBath" -0.000064 #########
62. "GarageQual" -0.000064 #########
63. "MasVnrType" -0.000064 #########
64. "LotConfig" -0.000129 #########
65. "OverallCond" -0.000129 #########
66. "Neighborhood" -0.000129 #########
67. "BedroomAbvGr" -0.000196 ########
68. "OpenPorchSF" -0.000196 ########
69. "HeatingQC" -0.000632 ########
70. "WoodDeckSF" -0.000632 ########
71. "MSZoning" -0.000632 ########
72. "MSSubClass" -0.000632 ########
73. "YearRemodAdd" -0.000876 #######
74. "TotalBsmtSF" -0.001628 ######
75. "LotFrontage" -0.001735 #####
76. "1stFlrSF" -0.002074 #####
77. "BsmtFinSF1" -0.002195 #####
78. "Exterior2nd" -0.002579 ####
79. "FullBath" -0.004586
80. "GarageFinish" -0.004799
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OverallQual" 0.089286 ################
2. "Id" 0.086538 ###############
3. "TotalBsmtSF" 0.086538 ###############
4. "2ndFlrSF" 0.083333 ###############
5. "1stFlrSF" 0.062500 ###############
6. "YearBuilt" 0.062500 ###############
7. "GrLivArea" 0.053571 ###############
8. "Neighborhood" 0.053571 ###############
9. "OpenPorchSF" 0.053571 ###############
10. "FireplaceQu" 0.041667 ##############
11. "BsmtFinType1" 0.041667 ##############
12. "GarageYrBlt" 0.041667 ##############
13. "GarageArea" 0.041667 ##############
14. "BsmtFullBath" 0.025000 ##############
15. "LotShape" 0.025000 ##############
16. "BsmtFinSF1" 0.025000 ##############
17. "HalfBath" 0.025000 ##############
18. "Exterior2nd" 0.025000 ##############
19. "BsmtUnfSF" 0.025000 ##############
20. "GarageFinish" 0.025000 ##############
21. "LandContour" 0.000000 #############
22. "Utilities" 0.000000 #############
23. "LotConfig" 0.000000 #############
24. "LandSlope" 0.000000 #############
25. "Condition1" 0.000000 #############
26. "Condition2" 0.000000 #############
27. "BldgType" 0.000000 #############
28. "HouseStyle" 0.000000 #############
29. "OverallCond" 0.000000 #############
30. "RoofStyle" 0.000000 #############
31. "RoofMatl" 0.000000 #############
32. "MasVnrType" 0.000000 #############
33. "MasVnrArea" 0.000000 #############
34. "ExterCond" 0.000000 #############
35. "Foundation" 0.000000 #############
36. "BsmtCond" 0.000000 #############
37. "BsmtExposure" 0.000000 #############
38. "BsmtFinType2" 0.000000 #############
39. "BsmtFinSF2" 0.000000 #############
40. "Heating" 0.000000 #############
41. "3SsnPorch" 0.000000 #############
42. "CentralAir" 0.000000 #############
43. "Electrical" 0.000000 #############
44. "LowQualFinSF" 0.000000 #############
45. "BsmtHalfBath" 0.000000 #############
46. "FullBath" 0.000000 #############
47. "BedroomAbvGr" 0.000000 #############
48. "KitchenAbvGr" 0.000000 #############
49. "KitchenQual" 0.000000 #############
50. "TotRmsAbvGrd" 0.000000 #############
51. "Functional" 0.000000 #############
52. "MSSubClass" 0.000000 #############
53. "MSZoning" 0.000000 #############
54. "GarageCars" 0.000000 #############
55. "Street" 0.000000 #############
56. "GarageQual" 0.000000 #############
57. "GarageCond" 0.000000 #############
58. "PavedDrive" 0.000000 #############
59. "Alley" 0.000000 #############
60. "EnclosedPorch" 0.000000 #############
61. "ScreenPorch" 0.000000 #############
62. "PoolArea" 0.000000 #############
63. "PoolQC" 0.000000 #############
64. "Fence" 0.000000 #############
65. "MiscFeature" 0.000000 #############
66. "MiscVal" 0.000000 #############
67. "YrSold" 0.000000 #############
68. "SaleType" 0.000000 #############
69. "SaleCondition" 0.000000 #############
70. "BsmtQual" -0.041667 ############
71. "HeatingQC" -0.041667 ############
72. "Fireplaces" -0.041667 ############
73. "LotFrontage" -0.041667 ############
74. "MoSold" -0.041667 ############
75. "GarageType" -0.041667 ############
76. "YearRemodAdd" -0.041667 ############
77. "Exterior1st" -0.125000 ##########
78. "ExterQual" -0.125000 ##########
79. "WoodDeckSF" -0.125000 ##########
80. "LotArea" -0.541667
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OverallQual" 0.012124 ################
2. "Exterior1st" 0.011535 ###############
3. "1stFlrSF" 0.009239 ##############
4. "BsmtFinType1" 0.007033 ##############
5. "BsmtQual" 0.003882 #############
6. "LotArea" 0.003882 #############
7. "Exterior2nd" 0.003221 ############
8. "MSSubClass" 0.002508 ############
9. "BsmtFullBath" 0.002508 ############
10. "WoodDeckSF" 0.001739 ############
11. "MasVnrType" 0.001739 ############
12. "TotRmsAbvGrd" 0.000906 ############
13. "RoofStyle" 0.000906 ############
14. "KitchenQual" 0.000906 ############
15. "ExterQual" 0.000906 ############
16. "GarageFinish" 0.000906 ############
17. "Id" 0.000000 ###########
18. "MSZoning" 0.000000 ###########
19. "PoolQC" 0.000000 ###########
20. "Street" 0.000000 ###########
21. "Alley" 0.000000 ###########
22. "MiscFeature" 0.000000 ###########
23. "LandContour" 0.000000 ###########
24. "Utilities" 0.000000 ###########
25. "LotConfig" 0.000000 ###########
26. "LandSlope" 0.000000 ###########
27. "MiscVal" 0.000000 ###########
28. "Condition1" 0.000000 ###########
29. "Condition2" 0.000000 ###########
30. "BldgType" 0.000000 ###########
31. "SaleType" 0.000000 ###########
32. "OverallCond" 0.000000 ###########
33. "SaleCondition" 0.000000 ###########
34. "RoofMatl" 0.000000 ###########
35. "MasVnrArea" 0.000000 ###########
36. "ExterCond" 0.000000 ###########
37. "BsmtCond" 0.000000 ###########
38. "BsmtFinType2" 0.000000 ###########
39. "BsmtFinSF2" 0.000000 ###########
40. "Heating" 0.000000 ###########
41. "HeatingQC" 0.000000 ###########
42. "CentralAir" 0.000000 ###########
43. "Electrical" 0.000000 ###########
44. "LowQualFinSF" 0.000000 ###########
45. "BsmtHalfBath" 0.000000 ###########
46. "FullBath" 0.000000 ###########
47. "HalfBath" 0.000000 ###########
48. "BedroomAbvGr" 0.000000 ###########
49. "KitchenAbvGr" 0.000000 ###########
50. "Functional" 0.000000 ###########
51. "GarageYrBlt" 0.000000 ###########
52. "GarageQual" 0.000000 ###########
53. "GarageCond" 0.000000 ###########
54. "PavedDrive" 0.000000 ###########
55. "OpenPorchSF" 0.000000 ###########
56. "EnclosedPorch" 0.000000 ###########
57. "3SsnPorch" 0.000000 ###########
58. "ScreenPorch" 0.000000 ###########
59. "PoolArea" 0.000000 ###########
60. "LotShape" -0.000988 ###########
61. "BsmtExposure" -0.000988 ###########
62. "Fence" -0.000988 ###########
63. "GarageCars" -0.000988 ###########
64. "YrSold" -0.000988 ###########
65. "HouseStyle" -0.002070 ###########
66. "YearBuilt" -0.002070 ###########
67. "2ndFlrSF" -0.002070 ###########
68. "TotalBsmtSF" -0.002070 ###########
69. "Neighborhood" -0.003261 ##########
70. "Foundation" -0.003261 ##########
71. "Fireplaces" -0.004577 ##########
72. "GarageType" -0.004577 ##########
73. "BsmtUnfSF" -0.004577 ##########
74. "BsmtFinSF1" -0.006039 #########
75. "FireplaceQu" -0.006039 #########
76. "MoSold" -0.009511 ########
77. "GarageArea" -0.016722 #####
78. "LotFrontage" -0.019928 ####
79. "GrLivArea" -0.028261 #
80. "YearRemodAdd" -0.033816
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotFrontage" 0.003750 ################
2. "Neighborhood" 0.002535 ##############
3. "BsmtQual" 0.002514 ##############
4. "HeatingQC" 0.002142 #############
5. "YearBuilt" 0.001365 ############
6. "OverallQual" 0.001109 ###########
7. "GarageYrBlt" 0.001018 ###########
8. "TotalBsmtSF" 0.000588 ###########
9. "GrLivArea" 0.000546 ##########
10. "ExterQual" 0.000514 ##########
11. "FullBath" 0.000481 ##########
12. "GarageType" 0.000411 ##########
13. "KitchenQual" 0.000352 ##########
14. "2ndFlrSF" 0.000266 ##########
15. "MasVnrType" 0.000211 ##########
16. "FireplaceQu" 0.000211 ##########
17. "YrSold" 0.000172 ##########
18. "GarageFinish" 0.000172 ##########
19. "Foundation" 0.000172 ##########
20. "GarageCars" 0.000132 ##########
21. "LotShape" 0.000058 ##########
22. "SaleCondition" 0.000020 ##########
23. "MSSubClass" 0.000020 ##########
24. "TotRmsAbvGrd" 0.000020 ##########
25. "BsmtExposure" 0.000020 ##########
26. "LotConfig" 0.000000 ##########
27. "MSZoning" 0.000000 ##########
28. "GarageCond" 0.000000 ##########
29. "Street" 0.000000 ##########
30. "Alley" 0.000000 ##########
31. "LandContour" 0.000000 ##########
32. "Utilities" 0.000000 ##########
33. "LandSlope" 0.000000 ##########
34. "Condition1" 0.000000 ##########
35. "Condition2" 0.000000 ##########
36. "PavedDrive" 0.000000 ##########
37. "Fence" 0.000000 ##########
38. "EnclosedPorch" 0.000000 ##########
39. "ScreenPorch" 0.000000 ##########
40. "RoofStyle" 0.000000 ##########
41. "RoofMatl" 0.000000 ##########
42. "PoolArea" 0.000000 ##########
43. "Electrical" 0.000000 ##########
44. "PoolQC" 0.000000 ##########
45. "Heating" 0.000000 ##########
46. "LowQualFinSF" 0.000000 ##########
47. "KitchenAbvGr" 0.000000 ##########
48. "MiscFeature" 0.000000 ##########
49. "BsmtHalfBath" 0.000000 ##########
50. "BsmtFinSF2" 0.000000 ##########
51. "MiscVal" 0.000000 ##########
52. "SaleType" 0.000000 ##########
53. "3SsnPorch" 0.000000 ##########
54. "BsmtFinType2" 0.000000 ##########
55. "CentralAir" 0.000000 ##########
56. "Functional" 0.000000 ##########
57. "Fireplaces" 0.000000 ##########
58. "BsmtCond" 0.000000 ##########
59. "GarageQual" 0.000000 ##########
60. "LotArea" -0.000020 ##########
61. "OverallCond" -0.000047 ##########
62. "HouseStyle" -0.000121 #########
63. "BedroomAbvGr" -0.000141 #########
64. "ExterCond" -0.000160 #########
65. "MasVnrArea" -0.000163 #########
66. "BsmtFullBath" -0.000222 #########
67. "Exterior1st" -0.000329 #########
68. "BsmtFinType1" -0.000349 #########
69. "OpenPorchSF" -0.000393 #########
70. "Id" -0.000487 #########
71. "GarageArea" -0.000762 ########
72. "YearRemodAdd" -0.000816 ########
73. "Exterior2nd" -0.001719 #######
74. "BsmtUnfSF" -0.001795 #######
75. "BldgType" -0.002124 ######
76. "MoSold" -0.002391 ######
77. "BsmtFinSF1" -0.003288 ####
78. "WoodDeckSF" -0.005236 #
79. "1stFlrSF" -0.005996
80. "HalfBath" -0.006422
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GrLivArea" 0.003746 ################
2. "ExterQual" 0.003746 ################
3. "OpenPorchSF" 0.003746 ################
4. "YearBuilt" 0.001028 ############
5. "1stFlrSF" 0.000674 ############
6. "GarageYrBlt" 0.000506 ############
7. "WoodDeckSF" 0.000448 ############
8. "FireplaceQu" 0.000327 ###########
9. "LotFrontage" 0.000327 ###########
10. "LotArea" 0.000327 ###########
11. "BsmtUnfSF" 0.000264 ###########
12. "TotalBsmtSF" 0.000201 ###########
13. "MasVnrArea" 0.000201 ###########
14. "LotShape" 0.000135 ###########
15. "BsmtQual" 0.000135 ###########
16. "FullBath" 0.000135 ###########
17. "BsmtFinType1" 0.000135 ###########
18. "HouseStyle" 0.000135 ###########
19. "OverallQual" 0.000135 ###########
20. "OverallCond" 0.000135 ###########
21. "YearRemodAdd" 0.000068 ###########
22. "BsmtExposure" 0.000068 ###########
23. "LandContour" 0.000000 ###########
24. "Utilities" 0.000000 ###########
25. "LotConfig" 0.000000 ###########
26. "LandSlope" 0.000000 ###########
27. "Condition1" 0.000000 ###########
28. "Condition2" 0.000000 ###########
29. "BldgType" 0.000000 ###########
30. "RoofStyle" 0.000000 ###########
31. "RoofMatl" 0.000000 ###########
32. "Exterior1st" 0.000000 ###########
33. "MasVnrType" 0.000000 ###########
34. "ExterCond" 0.000000 ###########
35. "Foundation" 0.000000 ###########
36. "BsmtCond" 0.000000 ###########
37. "BsmtFinSF1" 0.000000 ###########
38. "BsmtFinType2" 0.000000 ###########
39. "BsmtFinSF2" 0.000000 ###########
40. "Heating" 0.000000 ###########
41. "HeatingQC" 0.000000 ###########
42. "CentralAir" 0.000000 ###########
43. "Electrical" 0.000000 ###########
44. "2ndFlrSF" 0.000000 ###########
45. "LowQualFinSF" 0.000000 ###########
46. "BsmtHalfBath" 0.000000 ###########
47. "BedroomAbvGr" 0.000000 ###########
48. "KitchenAbvGr" 0.000000 ###########
49. "Functional" 0.000000 ###########
50. "MSZoning" 0.000000 ###########
51. "GarageQual" 0.000000 ###########
52. "GarageCond" 0.000000 ###########
53. "PavedDrive" 0.000000 ###########
54. "Street" 0.000000 ###########
55. "Alley" 0.000000 ###########
56. "EnclosedPorch" 0.000000 ###########
57. "3SsnPorch" 0.000000 ###########
58. "ScreenPorch" 0.000000 ###########
59. "PoolArea" 0.000000 ###########
60. "PoolQC" 0.000000 ###########
61. "Fence" 0.000000 ###########
62. "MiscFeature" 0.000000 ###########
63. "MiscVal" 0.000000 ###########
64. "SaleType" 0.000000 ###########
65. "SaleCondition" 0.000000 ###########
66. "BsmtFullBath" -0.000070 ###########
67. "GarageType" -0.000142 ###########
68. "GarageCars" -0.000142 ###########
69. "HalfBath" -0.000142 ###########
70. "MoSold" -0.000215 ###########
71. "TotRmsAbvGrd" -0.000290 ###########
72. "Neighborhood" -0.000290 ###########
73. "GarageArea" -0.000368 ###########
74. "Exterior2nd" -0.000447 ###########
75. "Id" -0.000611 ##########
76. "KitchenQual" -0.001364 #########
77. "MSSubClass" -0.006313 ####
78. "GarageFinish" -0.007631 ##
79. "YrSold" -0.008403 #
80. "Fireplaces" -0.009743
1. "LotArea" 0.013015 ################
2. "LotShape" 0.013015 ################
3. "YearBuilt" 0.013015 ################
4. "Neighborhood" 0.002652 #############
5. "BsmtUnfSF" 0.002331 #############
6. "BsmtQual" 0.002331 #############
7. "Foundation" 0.001994 #############
8. "TotalBsmtSF" 0.001994 #############
9. "MasVnrType" 0.001638 #############
10. "HeatingQC" 0.001638 #############
11. "FireplaceQu" 0.001638 #############
12. "Exterior1st" 0.001638 #############
13. "Id" 0.001263 #############
14. "MasVnrArea" 0.001263 #############
15. "ExterQual" 0.001263 #############
16. "Exterior2nd" 0.001263 #############
17. "YrSold" 0.001263 #############
18. "MoSold" 0.000866 #############
19. "LotFrontage" 0.000866 #############
20. "GarageYrBlt" 0.000866 #############
21. "MSSubClass" 0.000446 #############
22. "BldgType" 0.000446 #############
23. "BsmtExposure" 0.000446 #############
24. "OverallQual" 0.000446 #############
25. "OverallCond" 0.000446 #############
26. "Fireplaces" 0.000446 #############
27. "Alley" 0.000000 #############
28. "LandContour" 0.000000 #############
29. "Utilities" 0.000000 #############
30. "LandSlope" 0.000000 #############
31. "Condition1" 0.000000 #############
32. "Condition2" 0.000000 #############
33. "HouseStyle" 0.000000 #############
34. "RoofStyle" 0.000000 #############
35. "RoofMatl" 0.000000 #############
36. "ExterCond" 0.000000 #############
37. "BsmtCond" 0.000000 #############
38. "BsmtFinType2" 0.000000 #############
39. "BsmtFinSF2" 0.000000 #############
40. "Heating" 0.000000 #############
41. "3SsnPorch" 0.000000 #############
42. "CentralAir" 0.000000 #############
43. "Electrical" 0.000000 #############
44. "LowQualFinSF" 0.000000 #############
45. "BsmtHalfBath" 0.000000 #############
46. "KitchenAbvGr" 0.000000 #############
47. "TotRmsAbvGrd" 0.000000 #############
48. "Functional" 0.000000 #############
49. "GarageType" 0.000000 #############
50. "GarageQual" 0.000000 #############
51. "GarageCond" 0.000000 #############
52. "PavedDrive" 0.000000 #############
53. "EnclosedPorch" 0.000000 #############
54. "ScreenPorch" 0.000000 #############
55. "PoolArea" 0.000000 #############
56. "PoolQC" 0.000000 #############
57. "MiscFeature" 0.000000 #############
58. "MiscVal" 0.000000 #############
59. "Street" 0.000000 #############
60. "SaleType" 0.000000 #############
61. "SaleCondition" 0.000000 #############
62. "GarageCars" -0.000473 #############
63. "BedroomAbvGr" -0.000473 #############
64. "KitchenQual" -0.000473 #############
65. "MSZoning" -0.000473 #############
66. "2ndFlrSF" -0.000473 #############
67. "GarageFinish" -0.000473 #############
68. "FullBath" -0.000978 #############
69. "HalfBath" -0.000978 #############
70. "1stFlrSF" -0.000978 #############
71. "LotConfig" -0.000978 #############
72. "BsmtFullBath" -0.000978 #############
73. "Fence" -0.000978 #############
74. "GrLivArea" -0.002706 ############
75. "YearRemodAdd" -0.006588 ############
76. "BsmtFinType1" -0.020563 #########
77. "OpenPorchSF" -0.040404 #####
78. "BsmtFinSF1" -0.047348 ####
79. "GarageArea" -0.068182
80. "WoodDeckSF" -0.068182
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "FireplaceQu" 0.007927 ################
2. "LotArea" 0.007405 ###############
3. "BsmtFinSF1" 0.005305 ###############
4. "2ndFlrSF" 0.005267 ###############
5. "BsmtQual" 0.003881 ##############
6. "RoofStyle" 0.003604 ##############
7. "ExterQual" 0.003205 ##############
8. "Exterior1st" 0.003180 ##############
9. "BsmtFullBath" 0.002403 ##############
10. "TotalBsmtSF" 0.002287 ##############
11. "MasVnrArea" 0.001472 #############
12. "Exterior2nd" 0.001397 #############
13. "MSSubClass" 0.001324 #############
14. "GarageType" 0.001283 #############
15. "OverallQual" 0.001227 #############
16. "LotFrontage" 0.001143 #############
17. "HeatingQC" 0.001108 #############
18. "YrSold" 0.001064 #############
19. "GarageArea" 0.001064 #############
20. "YearRemodAdd" 0.000930 #############
21. "GarageYrBlt" 0.000770 #############
22. "FullBath" 0.000588 #############
23. "GarageCars" 0.000408 #############
24. "HalfBath" 0.000341 #############
25. "LotShape" 0.000225 #############
26. "BldgType" 0.000208 #############
27. "LotConfig" 0.000160 #############
28. "GarageQual" 0.000127 #############
29. "MSZoning" 0.000081 #############
30. "PavedDrive" 0.000081 #############
31. "TotRmsAbvGrd" 0.000047 #############
32. "Street" 0.000000 #############
33. "Alley" 0.000000 #############
34. "LandContour" 0.000000 #############
35. "Utilities" 0.000000 #############
36. "LandSlope" 0.000000 #############
37. "SaleCondition" 0.000000 #############
38. "Condition1" 0.000000 #############
39. "Condition2" 0.000000 #############
40. "MiscVal" 0.000000 #############
41. "SaleType" 0.000000 #############
42. "RoofMatl" 0.000000 #############
43. "CentralAir" 0.000000 #############
44. "Electrical" 0.000000 #############
45. "Functional" 0.000000 #############
46. "Heating" 0.000000 #############
47. "LowQualFinSF" 0.000000 #############
48. "BsmtCond" 0.000000 #############
49. "BsmtHalfBath" 0.000000 #############
50. "BsmtFinSF2" 0.000000 #############
51. "KitchenAbvGr" 0.000000 #############
52. "ExterCond" 0.000000 #############
53. "GarageCond" 0.000000 #############
54. "Fence" 0.000000 #############
55. "EnclosedPorch" 0.000000 #############
56. "3SsnPorch" 0.000000 #############
57. "ScreenPorch" 0.000000 #############
58. "PoolArea" 0.000000 #############
59. "PoolQC" 0.000000 #############
60. "MiscFeature" 0.000000 #############
61. "Fireplaces" -0.000130 #############
62. "BedroomAbvGr" -0.000170 #############
63. "BsmtFinType2" -0.000413 #############
64. "GarageFinish" -0.000445 #############
65. "Foundation" -0.000556 #############
66. "OverallCond" -0.001360 #############
67. "BsmtFinType1" -0.001661 ############
68. "MasVnrType" -0.001979 ############
69. "Id" -0.002351 ############
70. "HouseStyle" -0.002537 ############
71. "MoSold" -0.002682 ############
72. "BsmtExposure" -0.003308 ############
73. "KitchenQual" -0.003366 ############
74. "WoodDeckSF" -0.003550 ############
75. "OpenPorchSF" -0.003641 ############
76. "BsmtUnfSF" -0.003878 ############
77. "YearBuilt" -0.005109 ###########
78. "1stFlrSF" -0.007842 ##########
79. "GrLivArea" -0.017478 #######
80. "Neighborhood" -0.042344
1. "TotalBsmtSF" 0.022902 ################
2. "Id" 0.022535 ###############
3. "GarageType" 0.019223 ###############
4. "Exterior2nd" 0.017844 ###############
5. "KitchenQual" 0.017672 ###############
6. "GarageYrBlt" 0.016125 ###############
7. "YearBuilt" 0.015873 ###############
8. "GrLivArea" 0.015066 ###############
9. "Neighborhood" 0.007799 ###############
10. "Foundation" 0.007255 ###############
11. "GarageCars" 0.007197 ###############
12. "FullBath" 0.006944 ###############
13. "BsmtFinType1" 0.006876 ###############
14. "GarageFinish" 0.005181 ###############
15. "TotRmsAbvGrd" 0.004982 ###############
16. "GarageArea" 0.002970 ###############
17. "1stFlrSF" 0.002844 ###############
18. "BsmtUnfSF" 0.002844 ###############
19. "MasVnrType" 0.002778 ###############
20. "LotShape" 0.002778 ###############
21. "LotConfig" 0.002778 ###############
22. "CentralAir" 0.002778 ###############
23. "EnclosedPorch" 0.002778 ###############
24. "OverallCond" 0.002709 ###############
25. "WoodDeckSF" 0.002709 ###############
26. "BedroomAbvGr" 0.000252 ###############
27. "MSSubClass" 0.000192 ###############
28. "2ndFlrSF" 0.000192 ###############
29. "HalfBath" 0.000066 ###############
30. "OverallQual" 0.000066 ###############
31. "Fireplaces" 0.000066 ###############
32. "BldgType" 0.000000 ###############
33. "RoofMatl" 0.000000 ###############
34. "MasVnrArea" 0.000000 ###############
35. "ExterCond" 0.000000 ###############
36. "BsmtCond" 0.000000 ###############
37. "BsmtFinSF1" 0.000000 ###############
38. "BsmtFinType2" 0.000000 ###############
39. "BsmtFinSF2" 0.000000 ###############
40. "Heating" 0.000000 ###############
41. "3SsnPorch" 0.000000 ###############
42. "Electrical" 0.000000 ###############
43. "LowQualFinSF" 0.000000 ###############
44. "BsmtFullBath" 0.000000 ###############
45. "BsmtHalfBath" 0.000000 ###############
46. "KitchenAbvGr" 0.000000 ###############
47. "Functional" 0.000000 ###############
48. "MSZoning" 0.000000 ###############
49. "Street" 0.000000 ###############
50. "Alley" 0.000000 ###############
51. "LandContour" 0.000000 ###############
52. "Utilities" 0.000000 ###############
53. "LandSlope" 0.000000 ###############
54. "GarageQual" 0.000000 ###############
55. "GarageCond" 0.000000 ###############
56. "PavedDrive" 0.000000 ###############
57. "Condition1" 0.000000 ###############
58. "Condition2" 0.000000 ###############
59. "ScreenPorch" 0.000000 ###############
60. "PoolArea" 0.000000 ###############
61. "PoolQC" 0.000000 ###############
62. "Fence" 0.000000 ###############
63. "MiscFeature" 0.000000 ###############
64. "MiscVal" 0.000000 ###############
65. "MoSold" 0.000000 ###############
66. "SaleType" 0.000000 ###############
67. "SaleCondition" 0.000000 ###############
68. "BsmtExposure" -0.000068 ###############
69. "ExterQual" -0.000068 ###############
70. "OpenPorchSF" -0.000139 ###############
71. "HouseStyle" -0.001160 ##############
72. "BsmtQual" -0.003406 ##############
73. "YearRemodAdd" -0.003406 ##############
74. "YrSold" -0.003472 ##############
75. "HeatingQC" -0.003611 ##############
76. "FireplaceQu" -0.006326 ##############
77. "RoofStyle" -0.013889 ##############
78. "LotFrontage" -0.022092 ##############
79. "Exterior1st" -0.022841 ##############
80. "LotArea" -0.347222
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "ExterQual" 0.064286 ################
2. "Id" 0.037500 #############
3. "WoodDeckSF" 0.037500 #############
4. "MasVnrType" 0.037500 #############
5. "BsmtUnfSF" 0.028571 #############
6. "OverallQual" 0.028571 #############
7. "GrLivArea" 0.028571 #############
8. "GarageArea" 0.028571 #############
9. "Exterior2nd" 0.028571 #############
10. "Fireplaces" 0.028571 #############
11. "LotArea" 0.016667 ############
12. "BsmtFullBath" 0.016667 ############
13. "YearBuilt" 0.016667 ############
14. "2ndFlrSF" 0.016667 ############
15. "YearRemodAdd" 0.016667 ############
16. "Exterior1st" 0.016667 ############
17. "MSZoning" 0.000000 ###########
18. "LotFrontage" 0.000000 ###########
19. "Street" 0.000000 ###########
20. "Alley" 0.000000 ###########
21. "LotShape" 0.000000 ###########
22. "LandContour" 0.000000 ###########
23. "Utilities" 0.000000 ###########
24. "LandSlope" 0.000000 ###########
25. "Condition1" 0.000000 ###########
26. "Condition2" 0.000000 ###########
27. "HouseStyle" 0.000000 ###########
28. "RoofStyle" 0.000000 ###########
29. "RoofMatl" 0.000000 ###########
30. "MasVnrArea" 0.000000 ###########
31. "ExterCond" 0.000000 ###########
32. "Foundation" 0.000000 ###########
33. "BsmtQual" 0.000000 ###########
34. "BsmtCond" 0.000000 ###########
35. "BsmtExposure" 0.000000 ###########
36. "BsmtFinType1" 0.000000 ###########
37. "BsmtFinType2" 0.000000 ###########
38. "BsmtFinSF2" 0.000000 ###########
39. "TotalBsmtSF" 0.000000 ###########
40. "Heating" 0.000000 ###########
41. "HeatingQC" 0.000000 ###########
42. "CentralAir" 0.000000 ###########
43. "Electrical" 0.000000 ###########
44. "1stFlrSF" 0.000000 ###########
45. "LowQualFinSF" 0.000000 ###########
46. "BsmtHalfBath" 0.000000 ###########
47. "FullBath" 0.000000 ###########
48. "HalfBath" 0.000000 ###########
49. "BedroomAbvGr" 0.000000 ###########
50. "KitchenAbvGr" 0.000000 ###########
51. "TotRmsAbvGrd" 0.000000 ###########
52. "Functional" 0.000000 ###########
53. "GarageType" 0.000000 ###########
54. "GarageYrBlt" 0.000000 ###########
55. "GarageCars" 0.000000 ###########
56. "GarageQual" 0.000000 ###########
57. "GarageCond" 0.000000 ###########
58. "PavedDrive" 0.000000 ###########
59. "OpenPorchSF" 0.000000 ###########
60. "EnclosedPorch" 0.000000 ###########
61. "3SsnPorch" 0.000000 ###########
62. "ScreenPorch" 0.000000 ###########
63. "PoolArea" 0.000000 ###########
64. "PoolQC" 0.000000 ###########
65. "MiscFeature" 0.000000 ###########
66. "MiscVal" 0.000000 ###########
67. "MoSold" 0.000000 ###########
68. "SaleType" 0.000000 ###########
69. "SaleCondition" 0.000000 ###########
70. "Fence" -0.025000 #########
71. "BldgType" -0.025000 #########
72. "FireplaceQu" -0.025000 #########
73. "MSSubClass" -0.025000 #########
74. "YrSold" -0.025000 #########
75. "LotConfig" -0.025000 #########
76. "OverallCond" -0.066667 ######
77. "Neighborhood" -0.066667 ######
78. "BsmtFinSF1" -0.066667 ######
79. "GarageFinish" -0.150000
80. "KitchenQual" -0.150000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OpenPorchSF" 0.018519 ################
2. "BsmtQual" 0.018519 ################
3. "MoSold" 0.018519 ################
4. "LotArea" 0.018162 ###############
5. "OverallQual" 0.009921 #############
6. "GrLivArea" 0.007778 #############
7. "YrSold" 0.007778 #############
8. "YearBuilt" 0.006944 #############
9. "BsmtFinSF1" 0.006944 #############
10. "1stFlrSF" 0.005051 ############
11. "OverallCond" 0.005051 ############
12. "Id" 0.003968 ############
13. "GarageFinish" 0.003968 ############
14. "ExterQual" 0.003968 ############
15. "MSSubClass" 0.002778 ###########
16. "BedroomAbvGr" 0.002778 ###########
17. "ExterCond" 0.002778 ###########
18. "TotalBsmtSF" 0.002778 ###########
19. "YearRemodAdd" 0.002778 ###########
20. "GarageType" 0.002778 ###########
21. "FullBath" 0.002778 ###########
22. "KitchenQual" 0.002778 ###########
23. "Condition1" 0.001462 ###########
24. "BldgType" 0.001462 ###########
25. "HouseStyle" 0.001462 ###########
26. "FireplaceQu" 0.001462 ###########
27. "BsmtFinType2" 0.001462 ###########
28. "Exterior2nd" 0.001462 ###########
29. "LotShape" 0.000000 ###########
30. "LandContour" 0.000000 ###########
31. "Utilities" 0.000000 ###########
32. "LandSlope" 0.000000 ###########
33. "Condition2" 0.000000 ###########
34. "LotConfig" 0.000000 ###########
35. "RoofMatl" 0.000000 ###########
36. "Exterior1st" 0.000000 ###########
37. "Foundation" 0.000000 ###########
38. "BsmtCond" 0.000000 ###########
39. "BsmtFinSF2" 0.000000 ###########
40. "Heating" 0.000000 ###########
41. "HeatingQC" 0.000000 ###########
42. "CentralAir" 0.000000 ###########
43. "Electrical" 0.000000 ###########
44. "LowQualFinSF" 0.000000 ###########
45. "BsmtFullBath" 0.000000 ###########
46. "BsmtHalfBath" 0.000000 ###########
47. "HalfBath" 0.000000 ###########
48. "KitchenAbvGr" 0.000000 ###########
49. "TotRmsAbvGrd" 0.000000 ###########
50. "Functional" 0.000000 ###########
51. "Fireplaces" 0.000000 ###########
52. "GarageYrBlt" 0.000000 ###########
53. "GarageQual" 0.000000 ###########
54. "GarageCond" 0.000000 ###########
55. "PavedDrive" 0.000000 ###########
56. "3SsnPorch" 0.000000 ###########
57. "ScreenPorch" 0.000000 ###########
58. "PoolArea" 0.000000 ###########
59. "PoolQC" 0.000000 ###########
60. "Fence" 0.000000 ###########
61. "MiscFeature" 0.000000 ###########
62. "MiscVal" 0.000000 ###########
63. "Street" 0.000000 ###########
64. "Alley" 0.000000 ###########
65. "SaleType" 0.000000 ###########
66. "SaleCondition" 0.000000 ###########
67. "MSZoning" -0.001634 ##########
68. "EnclosedPorch" -0.001634 ##########
69. "BsmtExposure" -0.001634 ##########
70. "MasVnrArea" -0.001634 ##########
71. "LotFrontage" -0.001634 ##########
72. "GarageArea" -0.001634 ##########
73. "RoofStyle" -0.003472 ##########
74. "MasVnrType" -0.003472 ##########
75. "WoodDeckSF" -0.005556 #########
76. "Neighborhood" -0.005556 #########
77. "GarageCars" -0.007937 #########
78. "BsmtFinType1" -0.010684 ########
79. "2ndFlrSF" -0.043651
80. "BsmtUnfSF" -0.043651
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotShape" 0.005110 ################
2. "GrLivArea" 0.003309 ##############
3. "LotFrontage" 0.003080 ##############
4. "HouseStyle" 0.002973 ##############
5. "MoSold" 0.002936 ##############
6. "OverallQual" 0.001149 #############
7. "YearBuilt" 0.000917 #############
8. "GarageArea" 0.000917 #############
9. "2ndFlrSF" 0.000836 #############
10. "TotalBsmtSF" 0.000753 #############
11. "BsmtFinSF1" 0.000580 #############
12. "Exterior2nd" 0.000490 ############
13. "GarageType" 0.000490 ############
14. "MasVnrType" 0.000397 ############
15. "BsmtFinType1" 0.000397 ############
16. "KitchenQual" 0.000397 ############
17. "GarageFinish" 0.000397 ############
18. "YearRemodAdd" 0.000302 ############
19. "BsmtUnfSF" 0.000302 ############
20. "GarageYrBlt" 0.000302 ############
21. "Fireplaces" 0.000302 ############
22. "TotRmsAbvGrd" 0.000302 ############
23. "OverallCond" 0.000302 ############
24. "Neighborhood" 0.000204 ############
25. "MSZoning" 0.000204 ############
26. "BsmtExposure" 0.000204 ############
27. "SaleCondition" 0.000204 ############
28. "WoodDeckSF" 0.000204 ############
29. "Exterior1st" 0.000204 ############
30. "MasVnrArea" 0.000204 ############
31. "HalfBath" 0.000204 ############
32. "HeatingQC" 0.000204 ############
33. "MSSubClass" 0.000104 ############
34. "FireplaceQu" 0.000104 ############
35. "Fence" 0.000104 ############
36. "SaleType" 0.000104 ############
37. "MiscVal" 0.000000 ############
38. "Street" 0.000000 ############
39. "Alley" 0.000000 ############
40. "LandContour" 0.000000 ############
41. "Utilities" 0.000000 ############
42. "LandSlope" 0.000000 ############
43. "Condition1" 0.000000 ############
44. "Condition2" 0.000000 ############
45. "BldgType" 0.000000 ############
46. "Electrical" 0.000000 ############
47. "YrSold" 0.000000 ############
48. "Heating" 0.000000 ############
49. "LowQualFinSF" 0.000000 ############
50. "BsmtFinSF2" 0.000000 ############
51. "BsmtHalfBath" 0.000000 ############
52. "Foundation" 0.000000 ############
53. "BedroomAbvGr" 0.000000 ############
54. "KitchenAbvGr" 0.000000 ############
55. "BsmtFinType2" 0.000000 ############
56. "Functional" 0.000000 ############
57. "RoofStyle" 0.000000 ############
58. "ExterCond" 0.000000 ############
59. "RoofMatl" 0.000000 ############
60. "GarageCars" 0.000000 ############
61. "GarageQual" 0.000000 ############
62. "GarageCond" 0.000000 ############
63. "PavedDrive" 0.000000 ############
64. "CentralAir" 0.000000 ############
65. "EnclosedPorch" 0.000000 ############
66. "ScreenPorch" 0.000000 ############
67. "PoolArea" 0.000000 ############
68. "PoolQC" 0.000000 ############
69. "3SsnPorch" 0.000000 ############
70. "MiscFeature" 0.000000 ############
71. "LotConfig" -0.000107 ############
72. "BsmtCond" -0.000107 ############
73. "BsmtFullBath" -0.000107 ############
74. "FullBath" -0.000690 ############
75. "BsmtQual" -0.002754 ##########
76. "1stFlrSF" -0.003170 ##########
77. "ExterQual" -0.003865 ##########
78. "Id" -0.003865 ##########
79. "OpenPorchSF" -0.004117 #########
80. "LotArea" -0.019069
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Neighborhood" 0.017628 ################
2. "GarageArea" 0.016722 ###############
3. "BsmtQual" 0.012146 ##############
4. "YearRemodAdd" 0.009050 ##############
5. "BsmtFinSF1" 0.009050 ##############
6. "GarageFinish" 0.009050 ##############
7. "KitchenQual" 0.007212 #############
8. "WoodDeckSF" 0.007212 #############
9. "Exterior2nd" 0.007212 #############
10. "LotArea" 0.005128 #############
11. "MSSubClass" 0.002747 ############
12. "Fireplaces" 0.002747 ############
13. "ExterQual" 0.002747 ############
14. "OverallQual" 0.002747 ############
15. "2ndFlrSF" 0.002747 ############
16. "MSZoning" 0.000000 ############
17. "LotFrontage" 0.000000 ############
18. "Street" 0.000000 ############
19. "Alley" 0.000000 ############
20. "LotShape" 0.000000 ############
21. "LandContour" 0.000000 ############
22. "Utilities" 0.000000 ############
23. "LotConfig" 0.000000 ############
24. "LandSlope" 0.000000 ############
25. "Condition1" 0.000000 ############
26. "Condition2" 0.000000 ############
27. "BldgType" 0.000000 ############
28. "HouseStyle" 0.000000 ############
29. "OverallCond" 0.000000 ############
30. "SaleType" 0.000000 ############
31. "SaleCondition" 0.000000 ############
32. "RoofMatl" 0.000000 ############
33. "ExterCond" 0.000000 ############
34. "BsmtCond" 0.000000 ############
35. "BsmtExposure" 0.000000 ############
36. "BsmtFinType1" 0.000000 ############
37. "BsmtFinType2" 0.000000 ############
38. "BsmtFinSF2" 0.000000 ############
39. "BsmtUnfSF" 0.000000 ############
40. "Heating" 0.000000 ############
41. "HeatingQC" 0.000000 ############
42. "CentralAir" 0.000000 ############
43. "Electrical" 0.000000 ############
44. "LowQualFinSF" 0.000000 ############
45. "BsmtFullBath" 0.000000 ############
46. "BsmtHalfBath" 0.000000 ############
47. "FullBath" 0.000000 ############
48. "HalfBath" 0.000000 ############
49. "BedroomAbvGr" 0.000000 ############
50. "KitchenAbvGr" 0.000000 ############
51. "TotRmsAbvGrd" 0.000000 ############
52. "Functional" 0.000000 ############
53. "FireplaceQu" 0.000000 ############
54. "GarageType" 0.000000 ############
55. "GarageYrBlt" 0.000000 ############
56. "GarageCars" 0.000000 ############
57. "GarageQual" 0.000000 ############
58. "GarageCond" 0.000000 ############
59. "PavedDrive" 0.000000 ############
60. "EnclosedPorch" 0.000000 ############
61. "3SsnPorch" 0.000000 ############
62. "ScreenPorch" 0.000000 ############
63. "PoolArea" 0.000000 ############
64. "PoolQC" 0.000000 ############
65. "Fence" 0.000000 ############
66. "MiscFeature" 0.000000 ############
67. "MiscVal" 0.000000 ############
68. "MasVnrType" -0.003205 ###########
69. "1stFlrSF" -0.003205 ###########
70. "Exterior1st" -0.003205 ###########
71. "Foundation" -0.003205 ###########
72. "RoofStyle" -0.003205 ###########
73. "MoSold" -0.003205 ###########
74. "TotalBsmtSF" -0.003205 ###########
75. "YearBuilt" -0.006993 ###########
76. "MasVnrArea" -0.006993 ###########
77. "GrLivArea" -0.006993 ###########
78. "YrSold" -0.006993 ###########
79. "OpenPorchSF" -0.006993 ###########
80. "Id" -0.061538
1. "GrLivArea" 0.018979 ################
2. "BsmtFinSF1" 0.008287 ########
3. "MasVnrType" 0.007593 ########
4. "LotArea" 0.004544 ######
5. "MasVnrArea" 0.003503 #####
6. "Neighborhood" 0.003114 #####
7. "OpenPorchSF" 0.002750 ####
8. "TotalBsmtSF" 0.002664 ####
9. "GarageArea" 0.002144 ####
10. "GarageCars" 0.001861 ####
11. "HalfBath" 0.001275 ###
12. "BsmtFullBath" 0.000977 ###
13. "2ndFlrSF" 0.000977 ###
14. "RoofStyle" 0.000817 ###
15. "BsmtCond" 0.000817 ###
16. "GarageYrBlt" 0.000817 ###
17. "LotFrontage" 0.000605 ###
18. "WoodDeckSF" 0.000470 ###
19. "Id" 0.000160 ###
20. "BsmtQual" 0.000160 ###
21. "ExterQual" 0.000160 ###
22. "BsmtUnfSF" 0.000160 ###
23. "YrSold" 0.000160 ###
24. "LandContour" 0.000000 ###
25. "Utilities" 0.000000 ###
26. "LandSlope" 0.000000 ###
27. "Condition1" 0.000000 ###
28. "Condition2" 0.000000 ###
29. "BldgType" 0.000000 ###
30. "HouseStyle" 0.000000 ###
31. "OverallCond" 0.000000 ###
32. "RoofMatl" 0.000000 ###
33. "Exterior1st" 0.000000 ###
34. "Exterior2nd" 0.000000 ###
35. "ExterCond" 0.000000 ###
36. "Foundation" 0.000000 ###
37. "BsmtExposure" 0.000000 ###
38. "BsmtFinType2" 0.000000 ###
39. "BsmtFinSF2" 0.000000 ###
40. "Heating" 0.000000 ###
41. "LotConfig" 0.000000 ###
42. "CentralAir" 0.000000 ###
43. "Electrical" 0.000000 ###
44. "LowQualFinSF" 0.000000 ###
45. "BsmtHalfBath" 0.000000 ###
46. "HeatingQC" 0.000000 ###
47. "BedroomAbvGr" 0.000000 ###
48. "KitchenAbvGr" 0.000000 ###
49. "TotRmsAbvGrd" 0.000000 ###
50. "Functional" 0.000000 ###
51. "FireplaceQu" 0.000000 ###
52. "GarageType" 0.000000 ###
53. "MSSubClass" 0.000000 ###
54. "MSZoning" 0.000000 ###
55. "GarageQual" 0.000000 ###
56. "GarageCond" 0.000000 ###
57. "PavedDrive" 0.000000 ###
58. "Street" 0.000000 ###
59. "Alley" 0.000000 ###
60. "EnclosedPorch" 0.000000 ###
61. "3SsnPorch" 0.000000 ###
62. "ScreenPorch" 0.000000 ###
63. "PoolArea" 0.000000 ###
64. "PoolQC" 0.000000 ###
65. "Fence" 0.000000 ###
66. "MiscFeature" 0.000000 ###
67. "MiscVal" 0.000000 ###
68. "LotShape" 0.000000 ###
69. "SaleType" 0.000000 ###
70. "SaleCondition" 0.000000 ###
71. "BsmtFinType1" -0.000169 ##
72. "FullBath" -0.000169 ##
73. "OverallQual" -0.000169 ##
74. "1stFlrSF" -0.000191 ##
75. "YearBuilt" -0.000347 ##
76. "GarageFinish" -0.000347 ##
77. "MoSold" -0.000759 ##
78. "YearRemodAdd" -0.000759 ##
79. "KitchenQual" -0.001453 ##
80. "Fireplaces" -0.004525
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Neighborhood" 0.017094 ################
2. "GrLivArea" 0.017094 ################
3. "OpenPorchSF" 0.017094 ################
4. "Foundation" 0.006073 ############
5. "Exterior2nd" 0.004079 ############
6. "KitchenQual" 0.003102 ###########
7. "1stFlrSF" 0.003102 ###########
8. "BsmtFinSF1" 0.002564 ###########
9. "ExterQual" 0.002564 ###########
10. "Fireplaces" 0.001989 ###########
11. "MoSold" 0.001989 ###########
12. "OverallCond" 0.001989 ###########
13. "2ndFlrSF" 0.001374 ###########
14. "MasVnrArea" 0.001374 ###########
15. "BsmtUnfSF" 0.001374 ###########
16. "HeatingQC" 0.001374 ###########
17. "SaleCondition" 0.001374 ###########
18. "Id" 0.000712 ###########
19. "MSZoning" 0.000712 ###########
20. "YearRemodAdd" 0.000712 ###########
21. "OverallQual" 0.000712 ###########
22. "MiscVal" 0.000000 ##########
23. "SaleType" 0.000000 ##########
24. "LotArea" 0.000000 ##########
25. "Street" 0.000000 ##########
26. "Alley" 0.000000 ##########
27. "LandContour" 0.000000 ##########
28. "Utilities" 0.000000 ##########
29. "LandSlope" 0.000000 ##########
30. "Condition1" 0.000000 ##########
31. "Condition2" 0.000000 ##########
32. "BldgType" 0.000000 ##########
33. "HouseStyle" 0.000000 ##########
34. "RoofStyle" 0.000000 ##########
35. "RoofMatl" 0.000000 ##########
36. "ExterCond" 0.000000 ##########
37. "BsmtCond" 0.000000 ##########
38. "BsmtFinType2" 0.000000 ##########
39. "BsmtFinSF2" 0.000000 ##########
40. "Heating" 0.000000 ##########
41. "BsmtQual" 0.000000 ##########
42. "CentralAir" 0.000000 ##########
43. "Electrical" 0.000000 ##########
44. "LowQualFinSF" 0.000000 ##########
45. "BsmtFullBath" 0.000000 ##########
46. "BsmtHalfBath" 0.000000 ##########
47. "HalfBath" 0.000000 ##########
48. "KitchenAbvGr" 0.000000 ##########
49. "TotRmsAbvGrd" 0.000000 ##########
50. "Functional" 0.000000 ##########
51. "GarageFinish" 0.000000 ##########
52. "GarageCars" 0.000000 ##########
53. "GarageQual" 0.000000 ##########
54. "GarageCond" 0.000000 ##########
55. "PavedDrive" 0.000000 ##########
56. "EnclosedPorch" 0.000000 ##########
57. "3SsnPorch" 0.000000 ##########
58. "ScreenPorch" 0.000000 ##########
59. "PoolArea" 0.000000 ##########
60. "PoolQC" 0.000000 ##########
61. "Fence" 0.000000 ##########
62. "MiscFeature" 0.000000 ##########
63. "MasVnrType" -0.000769 ##########
64. "GarageType" -0.000769 ##########
65. "LotConfig" -0.000769 ##########
66. "YrSold" -0.000769 ##########
67. "MSSubClass" -0.001603 ##########
68. "TotalBsmtSF" -0.002508 ##########
69. "FireplaceQu" -0.002508 ##########
70. "FullBath" -0.005769 #########
71. "BsmtExposure" -0.007085 ########
72. "LotShape" -0.007085 ########
73. "GarageArea" -0.008547 ########
74. "BsmtFinType1" -0.008547 ########
75. "Exterior1st" -0.010181 #######
76. "BedroomAbvGr" -0.010181 #######
77. "GarageYrBlt" -0.010181 #######
78. "WoodDeckSF" -0.012019 #######
79. "LotFrontage" -0.014103 ######
80. "YearBuilt" -0.036325
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Neighborhood" 0.566667 ################
2. "GarageArea" 0.566667 ################
3. "Fireplaces" 0.541667 ###############
4. "Foundation" 0.541667 ###############
5. "OverallQual" 0.541667 ###############
6. "OpenPorchSF" 0.541667 ###############
7. "MSSubClass" 0.500000 ##############
8. "LotArea" 0.500000 ##############
9. "BsmtFinType1" 0.500000 ##############
10. "BsmtFinSF1" 0.500000 ##############
11. "TotRmsAbvGrd" 0.500000 ##############
12. "KitchenQual" 0.500000 ##############
13. "MasVnrType" 0.500000 ##############
14. "GrLivArea" 0.500000 ##############
15. "ExterQual" 0.500000 ##############
16. "HalfBath" 0.500000 ##############
17. "2ndFlrSF" 0.500000 ##############
18. "BsmtExposure" 0.500000 ##############
19. "GarageFinish" 0.500000 ##############
20. "LotFrontage" 0.416667 #############
21. "BsmtUnfSF" 0.416667 #############
22. "SaleCondition" 0.041667 ######
23. "Alley" 0.000000 #####
24. "LotShape" 0.000000 #####
25. "LandContour" 0.000000 #####
26. "Utilities" 0.000000 #####
27. "HeatingQC" 0.000000 #####
28. "LandSlope" 0.000000 #####
29. "Condition1" 0.000000 #####
30. "Condition2" 0.000000 #####
31. "BldgType" 0.000000 #####
32. "HouseStyle" 0.000000 #####
33. "OverallCond" 0.000000 #####
34. "RoofStyle" 0.000000 #####
35. "RoofMatl" 0.000000 #####
36. "ExterCond" 0.000000 #####
37. "BsmtCond" 0.000000 #####
38. "BsmtFinType2" 0.000000 #####
39. "BsmtFinSF2" 0.000000 #####
40. "Heating" 0.000000 #####
41. "GarageYrBlt" 0.000000 #####
42. "CentralAir" 0.000000 #####
43. "Electrical" 0.000000 #####
44. "LowQualFinSF" 0.000000 #####
45. "BsmtHalfBath" 0.000000 #####
46. "BedroomAbvGr" 0.000000 #####
47. "KitchenAbvGr" 0.000000 #####
48. "Functional" 0.000000 #####
49. "GarageType" 0.000000 #####
50. "LotConfig" 0.000000 #####
51. "GarageCars" 0.000000 #####
52. "MSZoning" 0.000000 #####
53. "GarageQual" 0.000000 #####
54. "GarageCond" 0.000000 #####
55. "PavedDrive" 0.000000 #####
56. "Street" 0.000000 #####
57. "EnclosedPorch" 0.000000 #####
58. "ScreenPorch" 0.000000 #####
59. "PoolArea" 0.000000 #####
60. "PoolQC" 0.000000 #####
61. "Fence" 0.000000 #####
62. "MiscFeature" 0.000000 #####
63. "MiscVal" 0.000000 #####
64. "3SsnPorch" 0.000000 #####
65. "Exterior1st" -0.083333 ####
66. "WoodDeckSF" -0.083333 ####
67. "BsmtFullBath" -0.083333 ####
68. "YearRemodAdd" -0.083333 ####
69. "FireplaceQu" -0.083333 ####
70. "FullBath" -0.083333 ####
71. "BsmtQual" -0.083333 ####
72. "MoSold" -0.083333 ####
73. "SaleType" -0.083333 ####
74. "MasVnrArea" -0.083333 ####
75. "Exterior2nd" -0.333333
76. "Id" -0.333333
77. "TotalBsmtSF" -0.333333
78. "YearBuilt" -0.333333
79. "1stFlrSF" -0.333333
80. "YrSold" -0.333333
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "SaleCondition" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "BsmtFullBath" 0.000000 ################
48. "BsmtHalfBath" 0.000000 ################
49. "FullBath" 0.000000 ################
50. "HalfBath" 0.000000 ################
51. "BedroomAbvGr" 0.000000 ################
52. "KitchenAbvGr" 0.000000 ################
53. "KitchenQual" 0.000000 ################
54. "TotRmsAbvGrd" 0.000000 ################
55. "Functional" 0.000000 ################
56. "Fireplaces" 0.000000 ################
57. "FireplaceQu" 0.000000 ################
58. "GarageType" 0.000000 ################
59. "GarageYrBlt" 0.000000 ################
60. "GarageFinish" 0.000000 ################
61. "GarageCars" 0.000000 ################
62. "GarageArea" 0.000000 ################
63. "GarageQual" 0.000000 ################
64. "GarageCond" 0.000000 ################
65. "PavedDrive" 0.000000 ################
66. "WoodDeckSF" 0.000000 ################
67. "OpenPorchSF" 0.000000 ################
68. "EnclosedPorch" 0.000000 ################
69. "3SsnPorch" 0.000000 ################
70. "ScreenPorch" 0.000000 ################
71. "PoolArea" 0.000000 ################
72. "PoolQC" 0.000000 ################
73. "Fence" 0.000000 ################
74. "MiscFeature" 0.000000 ################
75. "MiscVal" 0.000000 ################
76. "MoSold" 0.000000 ################
77. "YrSold" 0.000000 ################
78. "SaleType" 0.000000 ################
79. "TotalBsmtSF" -0.011021 ##
80. "GrLivArea" -0.013015
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OverallQual" 0.031481 ################
2. "TotRmsAbvGrd" 0.031481 ################
3. "GrLivArea" 0.028261 ###############
4. "Exterior2nd" 0.018750 ############
5. "GarageArea" 0.018750 ############
6. "LotArea" 0.011538 #########
7. "1stFlrSF" 0.008333 #########
8. "BsmtUnfSF" 0.008333 #########
9. "YrSold" 0.008333 #########
10. "MasVnrArea" 0.004545 #######
11. "FullBath" 0.004545 #######
12. "BsmtFullBath" 0.004545 #######
13. "GarageYrBlt" 0.004545 #######
14. "RoofStyle" 0.004545 #######
15. "BsmtFinSF1" 0.004545 #######
16. "MSZoning" 0.000000 ######
17. "LotFrontage" 0.000000 ######
18. "Street" 0.000000 ######
19. "Alley" 0.000000 ######
20. "LotShape" 0.000000 ######
21. "LandContour" 0.000000 ######
22. "Utilities" 0.000000 ######
23. "HalfBath" 0.000000 ######
24. "LandSlope" 0.000000 ######
25. "Neighborhood" 0.000000 ######
26. "Condition1" 0.000000 ######
27. "Condition2" 0.000000 ######
28. "BldgType" 0.000000 ######
29. "HouseStyle" 0.000000 ######
30. "OverallCond" 0.000000 ######
31. "RoofMatl" 0.000000 ######
32. "Exterior1st" 0.000000 ######
33. "MasVnrType" 0.000000 ######
34. "ExterCond" 0.000000 ######
35. "HeatingQC" 0.000000 ######
36. "BsmtCond" 0.000000 ######
37. "BsmtExposure" 0.000000 ######
38. "BsmtFinType2" 0.000000 ######
39. "BsmtFinSF2" 0.000000 ######
40. "Heating" 0.000000 ######
41. "3SsnPorch" 0.000000 ######
42. "CentralAir" 0.000000 ######
43. "Electrical" 0.000000 ######
44. "2ndFlrSF" 0.000000 ######
45. "LowQualFinSF" 0.000000 ######
46. "BsmtHalfBath" 0.000000 ######
47. "BedroomAbvGr" 0.000000 ######
48. "KitchenAbvGr" 0.000000 ######
49. "Functional" 0.000000 ######
50. "Fireplaces" 0.000000 ######
51. "GarageType" 0.000000 ######
52. "GarageCars" 0.000000 ######
53. "LotConfig" 0.000000 ######
54. "GarageQual" 0.000000 ######
55. "GarageCond" 0.000000 ######
56. "PavedDrive" 0.000000 ######
57. "WoodDeckSF" 0.000000 ######
58. "EnclosedPorch" 0.000000 ######
59. "ScreenPorch" 0.000000 ######
60. "PoolArea" 0.000000 ######
61. "PoolQC" 0.000000 ######
62. "Fence" 0.000000 ######
63. "MiscFeature" 0.000000 ######
64. "MiscVal" 0.000000 ######
65. "MSSubClass" 0.000000 ######
66. "SaleType" 0.000000 ######
67. "SaleCondition" 0.000000 ######
68. "OpenPorchSF" -0.005556 ####
69. "FireplaceQu" -0.005556 ####
70. "Id" -0.005556 ####
71. "BsmtQual" -0.005556 ####
72. "YearBuilt" -0.005556 ####
73. "BsmtFinType1" -0.005556 ####
74. "Foundation" -0.005556 ####
75. "KitchenQual" -0.005556 ####
76. "MoSold" -0.005556 ####
77. "ExterQual" -0.005556 ####
78. "GarageFinish" -0.012500 ##
79. "YearRemodAdd" -0.012500 ##
80. "TotalBsmtSF" -0.021429
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "SaleCondition" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "YrSold" 0.000000 ################
79. "SaleType" 0.000000 ################
80. "OverallQual" -0.024179
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "2ndFlrSF" 0.000000 ################
45. "LowQualFinSF" 0.000000 ################
46. "GrLivArea" 0.000000 ################
47. "BsmtFullBath" 0.000000 ################
48. "BsmtHalfBath" 0.000000 ################
49. "FullBath" 0.000000 ################
50. "HalfBath" 0.000000 ################
51. "BedroomAbvGr" 0.000000 ################
52. "KitchenAbvGr" 0.000000 ################
53. "KitchenQual" 0.000000 ################
54. "TotRmsAbvGrd" 0.000000 ################
55. "Functional" 0.000000 ################
56. "Fireplaces" 0.000000 ################
57. "FireplaceQu" 0.000000 ################
58. "GarageType" 0.000000 ################
59. "GarageYrBlt" 0.000000 ################
60. "GarageFinish" 0.000000 ################
61. "GarageCars" 0.000000 ################
62. "GarageArea" 0.000000 ################
63. "GarageQual" 0.000000 ################
64. "GarageCond" 0.000000 ################
65. "PavedDrive" 0.000000 ################
66. "WoodDeckSF" 0.000000 ################
67. "OpenPorchSF" 0.000000 ################
68. "EnclosedPorch" 0.000000 ################
69. "3SsnPorch" 0.000000 ################
70. "ScreenPorch" 0.000000 ################
71. "PoolArea" 0.000000 ################
72. "PoolQC" 0.000000 ################
73. "Fence" 0.000000 ################
74. "MiscFeature" 0.000000 ################
75. "MiscVal" 0.000000 ################
76. "MoSold" 0.000000 ################
77. "YrSold" 0.000000 ################
78. "SaleType" 0.000000 ################
79. "SaleCondition" 0.000000 ################
80. "1stFlrSF" -0.004906
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "ExterQual" 0.002950 ################
2. "WoodDeckSF" 0.002950 ################
3. "GarageArea" 0.002950 ################
4. "LotArea" 0.000692 #############
5. "YrSold" 0.000297 #############
6. "Exterior2nd" 0.000225 #############
7. "YearBuilt" 0.000134 #############
8. "KitchenQual" 0.000132 #############
9. "1stFlrSF" 0.000097 #############
10. "BsmtUnfSF" 0.000084 #############
11. "TotRmsAbvGrd" 0.000079 #############
12. "BsmtExposure" 0.000079 #############
13. "GarageCars" 0.000074 #############
14. "SaleCondition" 0.000074 #############
15. "BedroomAbvGr" 0.000055 #############
16. "BsmtFinType1" 0.000055 #############
17. "MSSubClass" 0.000051 #############
18. "MoSold" 0.000051 #############
19. "MSZoning" 0.000046 #############
20. "LotConfig" 0.000028 #############
21. "PavedDrive" 0.000028 #############
22. "SaleType" 0.000028 #############
23. "HouseStyle" 0.000028 #############
24. "LotShape" 0.000028 #############
25. "Electrical" 0.000028 #############
26. "CentralAir" 0.000028 #############
27. "GarageType" 0.000028 #############
28. "Foundation" 0.000023 #############
29. "PoolArea" 0.000000 #############
30. "Street" 0.000000 #############
31. "Alley" 0.000000 #############
32. "LandContour" 0.000000 #############
33. "Utilities" 0.000000 #############
34. "3SsnPorch" 0.000000 #############
35. "LandSlope" 0.000000 #############
36. "Condition1" 0.000000 #############
37. "BsmtFinType2" 0.000000 #############
38. "Functional" 0.000000 #############
39. "ExterCond" 0.000000 #############
40. "BsmtCond" 0.000000 #############
41. "Heating" 0.000000 #############
42. "KitchenAbvGr" 0.000000 #############
43. "LowQualFinSF" 0.000000 #############
44. "RoofMatl" 0.000000 #############
45. "OverallCond" 0.000000 #############
46. "GarageQual" 0.000000 #############
47. "BsmtHalfBath" 0.000000 #############
48. "EnclosedPorch" 0.000000 #############
49. "ScreenPorch" 0.000000 #############
50. "PoolQC" 0.000000 #############
51. "Fence" 0.000000 #############
52. "MiscFeature" 0.000000 #############
53. "MiscVal" 0.000000 #############
54. "BldgType" 0.000000 #############
55. "Condition2" 0.000000 #############
56. "HalfBath" -0.000029 ############
57. "GarageCond" -0.000029 ############
58. "BsmtFinSF2" -0.000029 ############
59. "BsmtFinSF1" -0.000037 ############
60. "MasVnrType" -0.000058 ############
61. "RoofStyle" -0.000058 ############
62. "LotFrontage" -0.000058 ############
63. "BsmtQual" -0.000082 ############
64. "OpenPorchSF" -0.000087 ############
65. "2ndFlrSF" -0.000145 ############
66. "BsmtFullBath" -0.000216 ############
67. "Exterior1st" -0.000306 ############
68. "HeatingQC" -0.000376 ############
69. "GarageYrBlt" -0.000389 ############
70. "GrLivArea" -0.000899 ############
71. "YearRemodAdd" -0.001373 ###########
72. "Fireplaces" -0.001487 ###########
73. "TotalBsmtSF" -0.001879 ###########
74. "MasVnrArea" -0.001959 ###########
75. "Id" -0.001970 ##########
76. "FullBath" -0.002314 ##########
77. "FireplaceQu" -0.003118 #########
78. "OverallQual" -0.004670 ########
79. "GarageFinish" -0.004710 ########
80. "Neighborhood" -0.012790
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotShape" 0.002863 ################
2. "1stFlrSF" 0.002863 ################
3. "OverallQual" 0.000798 ############
4. "YearBuilt" 0.000798 ############
5. "ExterQual" 0.000495 ###########
6. "GrLivArea" 0.000327 ###########
7. "FireplaceQu" 0.000283 ###########
8. "GarageCars" 0.000238 ##########
9. "BsmtFinSF1" 0.000238 ##########
10. "MSSubClass" 0.000192 ##########
11. "Foundation" 0.000192 ##########
12. "HeatingQC" 0.000146 ##########
13. "Exterior1st" 0.000146 ##########
14. "BsmtFinType1" 0.000146 ##########
15. "BedroomAbvGr" 0.000098 ##########
16. "FullBath" 0.000098 ##########
17. "MasVnrType" 0.000098 ##########
18. "Fence" 0.000098 ##########
19. "Neighborhood" 0.000098 ##########
20. "Fireplaces" 0.000098 ##########
21. "HouseStyle" 0.000098 ##########
22. "OverallCond" 0.000050 ##########
23. "RoofStyle" 0.000050 ##########
24. "SaleType" 0.000050 ##########
25. "LotConfig" 0.000050 ##########
26. "YrSold" 0.000050 ##########
27. "HalfBath" 0.000050 ##########
28. "Heating" 0.000000 ##########
29. "Street" 0.000000 ##########
30. "Alley" 0.000000 ##########
31. "LandContour" 0.000000 ##########
32. "BsmtCond" 0.000000 ##########
33. "LowQualFinSF" 0.000000 ##########
34. "BsmtHalfBath" 0.000000 ##########
35. "BldgType" 0.000000 ##########
36. "BsmtFinType2" 0.000000 ##########
37. "BsmtFinSF2" 0.000000 ##########
38. "Electrical" 0.000000 ##########
39. "CentralAir" 0.000000 ##########
40. "KitchenAbvGr" 0.000000 ##########
41. "KitchenQual" 0.000000 ##########
42. "Functional" 0.000000 ##########
43. "Condition2" 0.000000 ##########
44. "Condition1" 0.000000 ##########
45. "3SsnPorch" 0.000000 ##########
46. "LandSlope" 0.000000 ##########
47. "GarageQual" 0.000000 ##########
48. "GarageCond" 0.000000 ##########
49. "PavedDrive" 0.000000 ##########
50. "EnclosedPorch" 0.000000 ##########
51. "RoofMatl" 0.000000 ##########
52. "PoolArea" 0.000000 ##########
53. "PoolQC" 0.000000 ##########
54. "Utilities" 0.000000 ##########
55. "MiscFeature" 0.000000 ##########
56. "MiscVal" 0.000000 ##########
57. "ExterCond" 0.000000 ##########
58. "ScreenPorch" 0.000000 ##########
59. "BsmtFullBath" -0.000051 ##########
60. "MSZoning" -0.000051 ##########
61. "Id" -0.000051 ##########
62. "SaleCondition" -0.000051 ##########
63. "GarageArea" -0.000102 ##########
64. "LotFrontage" -0.000102 ##########
65. "OpenPorchSF" -0.000208 ##########
66. "GarageFinish" -0.000208 ##########
67. "TotRmsAbvGrd" -0.000376 #########
68. "Exterior2nd" -0.000376 #########
69. "WoodDeckSF" -0.000435 #########
70. "MoSold" -0.000435 #########
71. "BsmtQual" -0.000495 #########
72. "GarageType" -0.000495 #########
73. "TotalBsmtSF" -0.000556 #########
74. "GarageYrBlt" -0.000618 #########
75. "BsmtExposure" -0.000952 ########
76. "YearRemodAdd" -0.000952 ########
77. "BsmtUnfSF" -0.001024 ########
78. "LotArea" -0.002812 #####
79. "2ndFlrSF" -0.003197 ####
80. "MasVnrArea" -0.005417
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GarageFinish" 0.017452 ################
2. "YearRemodAdd" 0.013983 ##############
3. "OverallQual" 0.009880 ############
4. "Neighborhood" 0.008424 ###########
5. "TotalBsmtSF" 0.008039 ###########
6. "WoodDeckSF" 0.006958 ##########
7. "HeatingQC" 0.006769 ##########
8. "Fireplaces" 0.006754 ##########
9. "FireplaceQu" 0.006359 ##########
10. "GrLivArea" 0.006350 ##########
11. "LotFrontage" 0.005305 #########
12. "1stFlrSF" 0.005179 #########
13. "GarageArea" 0.005062 #########
14. "KitchenQual" 0.005037 #########
15. "2ndFlrSF" 0.004955 #########
16. "GarageType" 0.004842 #########
17. "BsmtQual" 0.004305 #########
18. "MasVnrArea" 0.004275 #########
19. "Id" 0.004086 ########
20. "LotShape" 0.003903 ########
21. "LotConfig" 0.003063 ########
22. "Foundation" 0.002807 ########
23. "GarageYrBlt" 0.002778 ########
24. "MoSold" 0.002384 ########
25. "OpenPorchSF" 0.001999 #######
26. "BsmtFinSF1" 0.001983 #######
27. "BsmtUnfSF" 0.001506 #######
28. "Exterior1st" 0.001352 #######
29. "LotArea" 0.000878 #######
30. "TotRmsAbvGrd" 0.000611 #######
31. "HouseStyle" 0.000538 #######
32. "HalfBath" 0.000427 #######
33. "Fence" 0.000386 #######
34. "BldgType" 0.000189 ######
35. "FullBath" 0.000055 ######
36. "BsmtExposure" 0.000055 ######
37. "Street" 0.000000 ######
38. "Alley" 0.000000 ######
39. "LandContour" 0.000000 ######
40. "LandSlope" 0.000000 ######
41. "Condition1" 0.000000 ######
42. "Condition2" 0.000000 ######
43. "OverallCond" 0.000000 ######
44. "RoofMatl" 0.000000 ######
45. "CentralAir" 0.000000 ######
46. "Heating" 0.000000 ######
47. "LowQualFinSF" 0.000000 ######
48. "BsmtFinSF2" 0.000000 ######
49. "BsmtHalfBath" 0.000000 ######
50. "PoolQC" 0.000000 ######
51. "KitchenAbvGr" 0.000000 ######
52. "BsmtFinType2" 0.000000 ######
53. "Functional" 0.000000 ######
54. "Electrical" 0.000000 ######
55. "BsmtCond" 0.000000 ######
56. "GarageQual" 0.000000 ######
57. "GarageCond" 0.000000 ######
58. "PavedDrive" 0.000000 ######
59. "ExterCond" 0.000000 ######
60. "EnclosedPorch" 0.000000 ######
61. "3SsnPorch" 0.000000 ######
62. "ScreenPorch" 0.000000 ######
63. "PoolArea" 0.000000 ######
64. "Utilities" 0.000000 ######
65. "MiscFeature" 0.000000 ######
66. "MiscVal" 0.000000 ######
67. "MSZoning" 0.000000 ######
68. "SaleCondition" 0.000000 ######
69. "Exterior2nd" -0.000031 ######
70. "GarageCars" -0.000045 ######
71. "SaleType" -0.000196 ######
72. "BedroomAbvGr" -0.000261 ######
73. "MasVnrType" -0.000322 ######
74. "BsmtFullBath" -0.000410 ######
75. "RoofStyle" -0.000450 ######
76. "MSSubClass" -0.003026 #####
77. "ExterQual" -0.003897 ####
78. "YrSold" -0.007215 ###
79. "BsmtFinType1" -0.012300
80. "YearBuilt" -0.012911
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "BsmtFinSF1" 0.015457 ################
2. "BsmtUnfSF" 0.012897 ##############
3. "Id" 0.009470 ############
4. "ExterQual" 0.009205 ############
5. "BsmtExposure" 0.008333 ############
6. "LotShape" 0.008013 ############
7. "GarageArea" 0.005682 ##########
8. "LotArea" 0.005208 ##########
9. "YrSold" 0.004704 ##########
10. "HouseStyle" 0.002976 #########
11. "MasVnrType" 0.002315 #########
12. "1stFlrSF" 0.002315 #########
13. "Exterior2nd" 0.001603 ########
14. "HalfBath" 0.001603 ########
15. "2ndFlrSF" 0.001603 ########
16. "MoSold" 0.000833 ########
17. "FullBath" 0.000833 ########
18. "LotConfig" 0.000833 ########
19. "BsmtFullBath" 0.000833 ########
20. "GarageFinish" 0.000833 ########
21. "TotRmsAbvGrd" 0.000833 ########
22. "YearRemodAdd" 0.000833 ########
23. "RoofStyle" 0.000833 ########
24. "MSZoning" 0.000000 #######
25. "Street" 0.000000 #######
26. "Alley" 0.000000 #######
27. "LandContour" 0.000000 #######
28. "Utilities" 0.000000 #######
29. "LandSlope" 0.000000 #######
30. "Condition1" 0.000000 #######
31. "Condition2" 0.000000 #######
32. "BldgType" 0.000000 #######
33. "OverallCond" 0.000000 #######
34. "RoofMatl" 0.000000 #######
35. "Exterior1st" 0.000000 #######
36. "ExterCond" 0.000000 #######
37. "BsmtCond" 0.000000 #######
38. "BsmtFinType2" 0.000000 #######
39. "BsmtFinSF2" 0.000000 #######
40. "Heating" 0.000000 #######
41. "HeatingQC" 0.000000 #######
42. "CentralAir" 0.000000 #######
43. "Electrical" 0.000000 #######
44. "LowQualFinSF" 0.000000 #######
45. "BsmtHalfBath" 0.000000 #######
46. "BedroomAbvGr" 0.000000 #######
47. "KitchenAbvGr" 0.000000 #######
48. "Functional" 0.000000 #######
49. "GarageType" 0.000000 #######
50. "3SsnPorch" 0.000000 #######
51. "GarageQual" 0.000000 #######
52. "GarageCond" 0.000000 #######
53. "PavedDrive" 0.000000 #######
54. "EnclosedPorch" 0.000000 #######
55. "ScreenPorch" 0.000000 #######
56. "PoolArea" 0.000000 #######
57. "PoolQC" 0.000000 #######
58. "Fence" 0.000000 #######
59. "MiscFeature" 0.000000 #######
60. "MiscVal" 0.000000 #######
61. "GarageCars" -0.000906 #######
62. "BsmtQual" -0.000906 #######
63. "GrLivArea" -0.000906 #######
64. "WoodDeckSF" -0.000906 #######
65. "GarageYrBlt" -0.000906 #######
66. "Fireplaces" -0.000906 #######
67. "MSSubClass" -0.000906 #######
68. "TotalBsmtSF" -0.001894 ######
69. "OpenPorchSF" -0.001894 ######
70. "KitchenQual" -0.001894 ######
71. "YearBuilt" -0.001894 ######
72. "Foundation" -0.001894 ######
73. "OverallQual" -0.002976 ######
74. "Neighborhood" -0.006944 ####
75. "LotFrontage" -0.006944 ####
76. "FireplaceQu" -0.010417 ##
77. "MasVnrArea" -0.010417 ##
78. "SaleType" -0.010417 ##
79. "SaleCondition" -0.010417 ##
80. "BsmtFinType1" -0.014881
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "OverallQual" 0.017120 ################
2. "YearBuilt" 0.017120 ################
3. "WoodDeckSF" 0.017120 ################
4. "1stFlrSF" 0.003749 ########
5. "ExterQual" 0.003701 ########
6. "OpenPorchSF" 0.002832 ########
7. "MasVnrType" 0.001314 #######
8. "YearRemodAdd" 0.000773 #######
9. "SaleType" 0.000773 #######
10. "OverallCond" 0.000595 #######
11. "GarageYrBlt" 0.000178 ######
12. "Foundation" 0.000146 ######
13. "MiscVal" 0.000000 ######
14. "MSZoning" 0.000000 ######
15. "LotFrontage" 0.000000 ######
16. "KitchenAbvGr" 0.000000 ######
17. "Street" 0.000000 ######
18. "Alley" 0.000000 ######
19. "Condition2" 0.000000 ######
20. "LandContour" 0.000000 ######
21. "Utilities" 0.000000 ######
22. "3SsnPorch" 0.000000 ######
23. "LandSlope" 0.000000 ######
24. "BsmtHalfBath" 0.000000 ######
25. "Condition1" 0.000000 ######
26. "BldgType" 0.000000 ######
27. "RoofStyle" 0.000000 ######
28. "RoofMatl" 0.000000 ######
29. "LowQualFinSF" 0.000000 ######
30. "ExterCond" 0.000000 ######
31. "CentralAir" 0.000000 ######
32. "BsmtCond" 0.000000 ######
33. "BsmtExposure" 0.000000 ######
34. "Electrical" 0.000000 ######
35. "BsmtFinType2" 0.000000 ######
36. "BsmtFinSF2" 0.000000 ######
37. "Heating" 0.000000 ######
38. "Functional" 0.000000 ######
39. "GarageArea" 0.000000 ######
40. "GarageQual" 0.000000 ######
41. "GarageCond" 0.000000 ######
42. "PavedDrive" 0.000000 ######
43. "EnclosedPorch" 0.000000 ######
44. "ScreenPorch" 0.000000 ######
45. "PoolArea" 0.000000 ######
46. "PoolQC" 0.000000 ######
47. "Fence" 0.000000 ######
48. "MiscFeature" 0.000000 ######
49. "Fireplaces" -0.000188 ######
50. "FireplaceQu" -0.000188 ######
51. "TotalBsmtSF" -0.000188 ######
52. "TotRmsAbvGrd" -0.000188 ######
53. "Exterior2nd" -0.000311 ######
54. "MSSubClass" -0.000658 ######
55. "BsmtFullBath" -0.000658 ######
56. "BedroomAbvGr" -0.000658 ######
57. "SaleCondition" -0.000658 ######
58. "HouseStyle" -0.000846 ######
59. "MasVnrArea" -0.001042 ######
60. "HalfBath" -0.001044 ######
61. "KitchenQual" -0.001211 ######
62. "GarageType" -0.001211 ######
63. "LotConfig" -0.001211 ######
64. "HeatingQC" -0.001389 #####
65. "YrSold" -0.001577 #####
66. "Neighborhood" -0.001577 #####
67. "FullBath" -0.001775 #####
68. "2ndFlrSF" -0.001775 #####
69. "Id" -0.001775 #####
70. "GarageFinish" -0.002206 #####
71. "MoSold" -0.002206 #####
72. "LotArea" -0.002965 #####
73. "BsmtQual" -0.003820 ####
74. "Exterior1st" -0.003944 ####
75. "BsmtFinType1" -0.005953 ###
76. "GrLivArea" -0.006665 ###
77. "LotShape" -0.010049 #
78. "BsmtFinSF1" -0.010227 #
79. "GarageCars" -0.010227 #
80. "BsmtUnfSF" -0.012322
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "SaleCondition" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "GarageType" 0.000000 ################
59. "GarageYrBlt" 0.000000 ################
60. "GarageFinish" 0.000000 ################
61. "GarageCars" 0.000000 ################
62. "GarageArea" 0.000000 ################
63. "GarageQual" 0.000000 ################
64. "GarageCond" 0.000000 ################
65. "PavedDrive" 0.000000 ################
66. "WoodDeckSF" 0.000000 ################
67. "OpenPorchSF" 0.000000 ################
68. "EnclosedPorch" 0.000000 ################
69. "3SsnPorch" 0.000000 ################
70. "ScreenPorch" 0.000000 ################
71. "PoolArea" 0.000000 ################
72. "PoolQC" 0.000000 ################
73. "Fence" 0.000000 ################
74. "MiscFeature" 0.000000 ################
75. "MiscVal" 0.000000 ################
76. "MoSold" 0.000000 ################
77. "YrSold" 0.000000 ################
78. "SaleType" 0.000000 ################
79. "FireplaceQu" -0.024179 ######
80. "TotalBsmtSF" -0.039530
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.009111 ################
2. "2ndFlrSF" 0.008629 ###############
3. "YearRemodAdd" 0.006782 ##############
4. "Neighborhood" 0.005986 #############
5. "GrLivArea" 0.005834 #############
6. "Exterior1st" 0.005286 ############
7. "Fireplaces" 0.004487 ############
8. "OpenPorchSF" 0.003017 ###########
9. "BsmtFinSF1" 0.003017 ###########
10. "GarageArea" 0.002930 ###########
11. "YrSold" 0.002486 ##########
12. "WoodDeckSF" 0.002133 ##########
13. "GarageYrBlt" 0.001751 ##########
14. "LotFrontage" 0.001667 ##########
15. "BsmtUnfSF" 0.001579 ##########
16. "GarageType" 0.000957 #########
17. "MSSubClass" 0.000916 #########
18. "RoofStyle" 0.000916 #########
19. "EnclosedPorch" 0.000916 #########
20. "BsmtExposure" 0.000916 #########
21. "HalfBath" 0.000873 #########
22. "FireplaceQu" 0.000873 #########
23. "MasVnrType" 0.000873 #########
24. "HeatingQC" 0.000873 #########
25. "OverallQual" 0.000785 #########
26. "TotalBsmtSF" 0.000199 ########
27. "GarageCars" 0.000122 ########
28. "FullBath" 0.000122 ########
29. "SaleType" 0.000042 ########
30. "MSZoning" 0.000000 ########
31. "ScreenPorch" 0.000000 ########
32. "Street" 0.000000 ########
33. "Alley" 0.000000 ########
34. "PoolArea" 0.000000 ########
35. "LandContour" 0.000000 ########
36. "Utilities" 0.000000 ########
37. "LandSlope" 0.000000 ########
38. "Condition1" 0.000000 ########
39. "Condition2" 0.000000 ########
40. "BldgType" 0.000000 ########
41. "PoolQC" 0.000000 ########
42. "OverallCond" 0.000000 ########
43. "YearBuilt" 0.000000 ########
44. "Fence" 0.000000 ########
45. "RoofMatl" 0.000000 ########
46. "MiscFeature" 0.000000 ########
47. "Electrical" 0.000000 ########
48. "MiscVal" 0.000000 ########
49. "Heating" 0.000000 ########
50. "LowQualFinSF" 0.000000 ########
51. "BsmtHalfBath" 0.000000 ########
52. "BedroomAbvGr" 0.000000 ########
53. "KitchenAbvGr" 0.000000 ########
54. "KitchenQual" 0.000000 ########
55. "Functional" 0.000000 ########
56. "BsmtFinSF2" 0.000000 ########
57. "CentralAir" 0.000000 ########
58. "BsmtFinType2" 0.000000 ########
59. "BsmtCond" 0.000000 ########
60. "GarageQual" 0.000000 ########
61. "GarageCond" 0.000000 ########
62. "PavedDrive" 0.000000 ########
63. "ExterCond" 0.000000 ########
64. "3SsnPorch" 0.000000 ########
65. "LotConfig" -0.000043 ########
66. "Foundation" -0.000043 ########
67. "SaleCondition" -0.000043 ########
68. "HouseStyle" -0.000086 ########
69. "BsmtFinType1" -0.000086 ########
70. "MasVnrArea" -0.000946 ########
71. "LotArea" -0.000982 ########
72. "BsmtQual" -0.000986 ########
73. "LotShape" -0.001027 #######
74. "MoSold" -0.001027 #######
75. "ExterQual" -0.001154 #######
76. "GarageFinish" -0.001199 #######
77. "BsmtFullBath" -0.001199 #######
78. "Exterior2nd" -0.001291 #######
79. "TotRmsAbvGrd" -0.008013 ##
80. "1stFlrSF" -0.011120
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "SaleCondition" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "YrSold" 0.000000 ################
79. "SaleType" 0.000000 ################
80. "MasVnrArea" -0.004906
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "MasVnrArea" 0.013123 ################
2. "BsmtFinSF1" 0.008497 ############
3. "Neighborhood" 0.008360 ############
4. "Exterior2nd" 0.005213 ##########
5. "Exterior1st" 0.004468 #########
6. "GarageYrBlt" 0.004297 #########
7. "LotShape" 0.004098 #########
8. "ExterQual" 0.003481 #########
9. "FireplaceQu" 0.003343 #########
10. "MSSubClass" 0.002489 ########
11. "TotalBsmtSF" 0.002146 ########
12. "Foundation" 0.002004 ########
13. "YearRemodAdd" 0.001774 #######
14. "TotRmsAbvGrd" 0.001564 #######
15. "WoodDeckSF" 0.001544 #######
16. "OverallQual" 0.001496 #######
17. "Fireplaces" 0.001280 #######
18. "GarageType" 0.001210 #######
19. "MasVnrType" 0.001118 #######
20. "BedroomAbvGr" 0.001085 #######
21. "FullBath" 0.001025 #######
22. "BsmtExposure" 0.000880 #######
23. "BsmtUnfSF" 0.000823 #######
24. "MoSold" 0.000809 #######
25. "HeatingQC" 0.000750 #######
26. "Condition1" 0.000731 #######
27. "1stFlrSF" 0.000693 #######
28. "Id" 0.000652 #######
29. "HouseStyle" 0.000149 ######
30. "GarageQual" 0.000098 ######
31. "OverallCond" 0.000098 ######
32. "ExterCond" 0.000098 ######
33. "HalfBath" 0.000098 ######
34. "LotConfig" 0.000076 ######
35. "SaleCondition" 0.000076 ######
36. "KitchenQual" 0.000044 ######
37. "MSZoning" 0.000000 ######
38. "MiscFeature" 0.000000 ######
39. "MiscVal" 0.000000 ######
40. "Street" 0.000000 ######
41. "Alley" 0.000000 ######
42. "LandContour" 0.000000 ######
43. "Utilities" 0.000000 ######
44. "LandSlope" 0.000000 ######
45. "Condition2" 0.000000 ######
46. "Electrical" 0.000000 ######
47. "Heating" 0.000000 ######
48. "BldgType" 0.000000 ######
49. "LowQualFinSF" 0.000000 ######
50. "SaleType" 0.000000 ######
51. "3SsnPorch" 0.000000 ######
52. "BsmtHalfBath" 0.000000 ######
53. "BsmtFinSF2" 0.000000 ######
54. "BsmtFinType2" 0.000000 ######
55. "KitchenAbvGr" 0.000000 ######
56. "Functional" 0.000000 ######
57. "BsmtCond" 0.000000 ######
58. "RoofMatl" 0.000000 ######
59. "CentralAir" 0.000000 ######
60. "GarageCond" 0.000000 ######
61. "PavedDrive" 0.000000 ######
62. "EnclosedPorch" 0.000000 ######
63. "ScreenPorch" 0.000000 ######
64. "PoolArea" 0.000000 ######
65. "PoolQC" 0.000000 ######
66. "RoofStyle" -0.000101 ######
67. "Fence" -0.000101 ######
68. "GarageFinish" -0.000408 ######
69. "OpenPorchSF" -0.000461 ######
70. "GarageCars" -0.000499 ######
71. "LotArea" -0.000955 ######
72. "2ndFlrSF" -0.001285 #####
73. "YrSold" -0.001481 #####
74. "BsmtQual" -0.001711 #####
75. "YearBuilt" -0.002166 #####
76. "LotFrontage" -0.002402 #####
77. "BsmtFinType1" -0.002666 ####
78. "BsmtFullBath" -0.003382 ####
79. "GrLivArea" -0.008453
80. "GarageArea" -0.009518
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "MasVnrArea" 0.007807 ################
2. "YearBuilt" 0.007626 ###############
3. "GarageYrBlt" 0.007626 ###############
4. "1stFlrSF" 0.007241 ###############
5. "ExterQual" 0.006372 ###############
6. "TotalBsmtSF" 0.006372 ###############
7. "BsmtFinSF1" 0.004421 ##############
8. "GrLivArea" 0.004083 ##############
9. "Id" 0.002956 #############
10. "LotFrontage" 0.002535 #############
11. "2ndFlrSF" 0.002535 #############
12. "TotRmsAbvGrd" 0.002535 #############
13. "Exterior2nd" 0.001112 #############
14. "BsmtUnfSF" 0.001112 #############
15. "YearRemodAdd" 0.001112 #############
16. "Neighborhood" 0.001112 #############
17. "Fireplaces" 0.001112 #############
18. "HouseStyle" 0.001112 #############
19. "BsmtFullBath" 0.001112 #############
20. "FireplaceQu" 0.000575 ############
21. "GarageFinish" 0.000575 ############
22. "OpenPorchSF" 0.000575 ############
23. "BsmtFinSF2" 0.000575 ############
24. "SaleCondition" 0.000575 ############
25. "BldgType" 0.000575 ############
26. "LandContour" 0.000000 ############
27. "MSZoning" 0.000000 ############
28. "Heating" 0.000000 ############
29. "Street" 0.000000 ############
30. "Alley" 0.000000 ############
31. "EnclosedPorch" 0.000000 ############
32. "GarageType" 0.000000 ############
33. "Utilities" 0.000000 ############
34. "LandSlope" 0.000000 ############
35. "ScreenPorch" 0.000000 ############
36. "Condition2" 0.000000 ############
37. "OverallQual" 0.000000 ############
38. "PoolArea" 0.000000 ############
39. "PoolQC" 0.000000 ############
40. "RoofStyle" 0.000000 ############
41. "RoofMatl" 0.000000 ############
42. "Exterior1st" 0.000000 ############
43. "MiscFeature" 0.000000 ############
44. "ExterCond" 0.000000 ############
45. "BsmtFinType2" 0.000000 ############
46. "LowQualFinSF" 0.000000 ############
47. "KitchenAbvGr" 0.000000 ############
48. "MiscVal" 0.000000 ############
49. "BsmtHalfBath" 0.000000 ############
50. "MoSold" 0.000000 ############
51. "SaleType" 0.000000 ############
52. "3SsnPorch" 0.000000 ############
53. "Fence" 0.000000 ############
54. "BsmtCond" 0.000000 ############
55. "Functional" 0.000000 ############
56. "HalfBath" 0.000000 ############
57. "CentralAir" 0.000000 ############
58. "Electrical" 0.000000 ############
59. "GarageQual" 0.000000 ############
60. "GarageCond" 0.000000 ############
61. "Condition1" -0.000616 ############
62. "OverallCond" -0.000616 ############
63. "LotConfig" -0.000616 ############
64. "FullBath" -0.000616 ############
65. "BedroomAbvGr" -0.000616 ############
66. "MSSubClass" -0.000616 ############
67. "PavedDrive" -0.000616 ############
68. "KitchenQual" -0.000616 ############
69. "YrSold" -0.000616 ############
70. "BsmtExposure" -0.001277 ###########
71. "BsmtFinType1" -0.001277 ###########
72. "MasVnrType" -0.002759 ###########
73. "GarageCars" -0.002759 ###########
74. "HeatingQC" -0.003592 ##########
75. "BsmtQual" -0.003592 ##########
76. "LotArea" -0.004498 ##########
77. "Foundation" -0.004498 ##########
78. "LotShape" -0.005486 ##########
79. "WoodDeckSF" -0.010536 #######
80. "GarageArea" -0.028213
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "YearBuilt" 0.253061 ################
2. "KitchenQual" 0.250738 ###############
3. "BsmtFullBath" 0.012696 ##
4. "TotRmsAbvGrd" 0.012382 ##
5. "Neighborhood" 0.005999 #
6. "TotalBsmtSF" 0.004997 #
7. "OverallQual" 0.004683 #
8. "BsmtQual" 0.003961 #
9. "OpenPorchSF" 0.003466 #
10. "GarageArea" 0.002723 #
11. "MasVnrArea" 0.002673 #
12. "Exterior2nd" 0.002398 #
13. "BsmtUnfSF" 0.002041 #
14. "YearRemodAdd" 0.001791 #
15. "LotFrontage" 0.001240 #
16. "Exterior1st" 0.001206 #
17. "LotShape" 0.000849 #
18. "MSSubClass" 0.000630 #
19. "Id" 0.000630 #
20. "HalfBath" 0.000630 #
21. "FullBath" 0.000581 #
22. "GarageFinish" 0.000545 #
23. "Fireplaces" 0.000342 #
24. "YrSold" 0.000342 #
25. "HeatingQC" 0.000326 #
26. "GarageCars" 0.000300 #
27. "BedroomAbvGr" 0.000300 #
28. "MSZoning" 0.000225 #
29. "ExterCond" 0.000225 #
30. "SaleCondition" 0.000192 #
31. "1stFlrSF" 0.000113 #
32. "RoofStyle" 0.000108 #
33. "BsmtExposure" 0.000020 #
34. "FireplaceQu" 0.000013 #
35. "MiscFeature" 0.000000 #
36. "Street" 0.000000 #
37. "Alley" 0.000000 #
38. "LandContour" 0.000000 #
39. "Utilities" 0.000000 #
40. "LandSlope" 0.000000 #
41. "Condition2" 0.000000 #
42. "BldgType" 0.000000 #
43. "MiscVal" 0.000000 #
44. "SaleType" 0.000000 #
45. "BsmtCond" 0.000000 #
46. "CentralAir" 0.000000 #
47. "Electrical" 0.000000 #
48. "LowQualFinSF" 0.000000 #
49. "Heating" 0.000000 #
50. "BsmtHalfBath" 0.000000 #
51. "RoofMatl" 0.000000 #
52. "KitchenAbvGr" 0.000000 #
53. "BsmtFinSF2" 0.000000 #
54. "Functional" 0.000000 #
55. "GarageQual" 0.000000 #
56. "GarageCond" 0.000000 #
57. "PoolQC" 0.000000 #
58. "EnclosedPorch" 0.000000 #
59. "3SsnPorch" 0.000000 #
60. "ScreenPorch" 0.000000 #
61. "PoolArea" 0.000000 #
62. "Fence" 0.000000 #
63. "GarageType" -0.000037 #
64. "ExterQual" -0.000037 #
65. "BsmtFinType2" -0.000129 #
66. "Foundation" -0.000225 #
67. "OverallCond" -0.000237 #
68. "PavedDrive" -0.000237 #
69. "Condition1" -0.000237 #
70. "HouseStyle" -0.000317 #
71. "MoSold" -0.000317 #
72. "LotConfig" -0.000671 #
73. "MasVnrType" -0.000805 #
74. "WoodDeckSF" -0.000913 #
75. "BsmtFinType1" -0.003757 #
76. "GarageYrBlt" -0.004598 #
77. "GrLivArea" -0.005859 #
78. "BsmtFinSF1" -0.006948 #
79. "2ndFlrSF" -0.012564
80. "LotArea" -0.025048
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotArea" 0.030315 ################
2. "2ndFlrSF" 0.024580 ##############
3. "ExterQual" 0.018226 #############
4. "WoodDeckSF" 0.017175 #############
5. "GarageArea" 0.015756 #############
6. "GarageYrBlt" 0.015527 ############
7. "BsmtExposure" 0.014157 ############
8. "1stFlrSF" 0.011992 ############
9. "BsmtQual" 0.011958 ############
10. "MasVnrType" 0.011331 ############
11. "Exterior1st" 0.010878 ############
12. "LotFrontage" 0.008919 ###########
13. "OpenPorchSF" 0.008432 ###########
14. "KitchenQual" 0.007342 ###########
15. "GrLivArea" 0.007070 ###########
16. "MasVnrArea" 0.006766 ###########
17. "GarageFinish" 0.004997 ##########
18. "Neighborhood" 0.004016 ##########
19. "YearRemodAdd" 0.002572 ##########
20. "BldgType" 0.002044 ##########
21. "SaleType" 0.002008 ##########
22. "OverallCond" 0.001832 ##########
23. "Fireplaces" 0.001610 ##########
24. "BedroomAbvGr" 0.000797 #########
25. "FullBath" 0.000718 #########
26. "MSSubClass" 0.000593 #########
27. "TotRmsAbvGrd" 0.000593 #########
28. "LandContour" 0.000389 #########
29. "ExterCond" 0.000000 #########
30. "LowQualFinSF" 0.000000 #########
31. "LotShape" 0.000000 #########
32. "BsmtCond" 0.000000 #########
33. "MSZoning" 0.000000 #########
34. "Street" 0.000000 #########
35. "Alley" 0.000000 #########
36. "BsmtFinType2" 0.000000 #########
37. "BsmtFinSF2" 0.000000 #########
38. "Electrical" 0.000000 #########
39. "CentralAir" 0.000000 #########
40. "Heating" 0.000000 #########
41. "Utilities" 0.000000 #########
42. "Functional" 0.000000 #########
43. "3SsnPorch" 0.000000 #########
44. "GarageType" 0.000000 #########
45. "LandSlope" 0.000000 #########
46. "Condition1" 0.000000 #########
47. "Condition2" 0.000000 #########
48. "GarageQual" 0.000000 #########
49. "GarageCond" 0.000000 #########
50. "PavedDrive" 0.000000 #########
51. "KitchenAbvGr" 0.000000 #########
52. "BsmtHalfBath" 0.000000 #########
53. "EnclosedPorch" 0.000000 #########
54. "ScreenPorch" 0.000000 #########
55. "PoolArea" 0.000000 #########
56. "PoolQC" 0.000000 #########
57. "Fence" 0.000000 #########
58. "MiscFeature" 0.000000 #########
59. "MiscVal" 0.000000 #########
60. "RoofMatl" 0.000000 #########
61. "SaleCondition" 0.000000 #########
62. "HalfBath" -0.000185 #########
63. "HeatingQC" -0.000222 #########
64. "OverallQual" -0.000523 #########
65. "RoofStyle" -0.000915 #########
66. "BsmtUnfSF" -0.002844 #########
67. "BsmtFinType1" -0.004129 ########
68. "FireplaceQu" -0.004273 ########
69. "Id" -0.004477 ########
70. "YrSold" -0.005493 ########
71. "TotalBsmtSF" -0.006415 ########
72. "LotConfig" -0.007516 ########
73. "BsmtFullBath" -0.007738 ########
74. "GarageCars" -0.010122 #######
75. "MoSold" -0.011835 #######
76. "Exterior2nd" -0.013802 ######
77. "Foundation" -0.015356 ######
78. "YearBuilt" -0.015448 ######
79. "HouseStyle" -0.023604 ####
80. "BsmtFinSF1" -0.047857
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "2ndFlrSF" 0.016933 ################
2. "GarageArea" 0.016933 ################
3. "Exterior1st" 0.016933 ################
4. "LotArea" 0.008564 ############
5. "1stFlrSF" 0.003918 ##########
6. "YearBuilt" 0.003761 ##########
7. "KitchenQual" 0.002481 #########
8. "BsmtFinSF2" 0.001403 #########
9. "OpenPorchSF" 0.001403 #########
10. "Exterior2nd" 0.001403 #########
11. "MasVnrType" 0.001403 #########
12. "LotShape" 0.001373 #########
13. "TotalBsmtSF" 0.001373 #########
14. "FullBath" 0.001166 #########
15. "MoSold" 0.001166 #########
16. "WoodDeckSF" 0.001071 #########
17. "BldgType" 0.001071 #########
18. "GarageYrBlt" 0.001014 #########
19. "TotRmsAbvGrd" 0.001014 #########
20. "YrSold" 0.001014 #########
21. "HeatingQC" 0.000713 #########
22. "LandContour" 0.000713 #########
23. "MasVnrArea" 0.000713 #########
24. "LotConfig" 0.000631 ########
25. "HalfBath" 0.000631 ########
26. "HouseStyle" 0.000631 ########
27. "Fence" 0.000631 ########
28. "BsmtFinType1" 0.000499 ########
29. "MSZoning" 0.000329 ########
30. "BsmtFullBath" 0.000329 ########
31. "OverallCond" 0.000329 ########
32. "Utilities" 0.000000 ########
33. "LandSlope" 0.000000 ########
34. "Condition1" 0.000000 ########
35. "Condition2" 0.000000 ########
36. "RoofMatl" 0.000000 ########
37. "ExterCond" 0.000000 ########
38. "BsmtCond" 0.000000 ########
39. "BsmtFinType2" 0.000000 ########
40. "Heating" 0.000000 ########
41. "3SsnPorch" 0.000000 ########
42. "CentralAir" 0.000000 ########
43. "Electrical" 0.000000 ########
44. "LowQualFinSF" 0.000000 ########
45. "BsmtHalfBath" 0.000000 ########
46. "BedroomAbvGr" 0.000000 ########
47. "KitchenAbvGr" 0.000000 ########
48. "Functional" 0.000000 ########
49. "GarageType" 0.000000 ########
50. "GarageCars" 0.000000 ########
51. "GarageQual" 0.000000 ########
52. "GarageCond" 0.000000 ########
53. "PavedDrive" 0.000000 ########
54. "EnclosedPorch" 0.000000 ########
55. "ScreenPorch" 0.000000 ########
56. "PoolArea" 0.000000 ########
57. "PoolQC" 0.000000 ########
58. "MSSubClass" 0.000000 ########
59. "MiscFeature" 0.000000 ########
60. "MiscVal" 0.000000 ########
61. "Street" 0.000000 ########
62. "Alley" 0.000000 ########
63. "SaleType" 0.000000 ########
64. "SaleCondition" 0.000000 ########
65. "RoofStyle" -0.000361 ########
66. "Fireplaces" -0.000361 ########
67. "ExterQual" -0.000411 ########
68. "BsmtExposure" -0.000813 ########
69. "Foundation" -0.001168 ########
70. "Id" -0.001196 ########
71. "BsmtQual" -0.001208 ########
72. "FireplaceQu" -0.001212 ########
73. "LotFrontage" -0.001300 ########
74. "GrLivArea" -0.002458 #######
75. "GarageFinish" -0.003080 #######
76. "OverallQual" -0.003946 #######
77. "BsmtFinSF1" -0.004167 ######
78. "BsmtUnfSF" -0.005245 ######
79. "Neighborhood" -0.016037 #
80. "YearRemodAdd" -0.020287
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotConfig" 0.000000 ################
2. "SaleType" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "LotFrontage" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "YearRemodAdd" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "SaleCondition" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "EnclosedPorch" 0.000000 ################
69. "3SsnPorch" 0.000000 ################
70. "ScreenPorch" 0.000000 ################
71. "PoolArea" 0.000000 ################
72. "PoolQC" 0.000000 ################
73. "Fence" 0.000000 ################
74. "MiscFeature" 0.000000 ################
75. "MiscVal" 0.000000 ################
76. "MoSold" 0.000000 ################
77. "YrSold" 0.000000 ################
78. "Id" -0.010684 ##########
79. "MSSubClass" -0.011377 ##########
80. "OpenPorchSF" -0.031197
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000 ################
2. "MSSubClass" 0.000000 ################
3. "MSZoning" 0.000000 ################
4. "SaleCondition" 0.000000 ################
5. "LotArea" 0.000000 ################
6. "Street" 0.000000 ################
7. "Alley" 0.000000 ################
8. "LotShape" 0.000000 ################
9. "LandContour" 0.000000 ################
10. "Utilities" 0.000000 ################
11. "LotConfig" 0.000000 ################
12. "LandSlope" 0.000000 ################
13. "Neighborhood" 0.000000 ################
14. "Condition1" 0.000000 ################
15. "Condition2" 0.000000 ################
16. "BldgType" 0.000000 ################
17. "HouseStyle" 0.000000 ################
18. "OverallQual" 0.000000 ################
19. "OverallCond" 0.000000 ################
20. "YearBuilt" 0.000000 ################
21. "YearRemodAdd" 0.000000 ################
22. "RoofStyle" 0.000000 ################
23. "RoofMatl" 0.000000 ################
24. "Exterior1st" 0.000000 ################
25. "Exterior2nd" 0.000000 ################
26. "MasVnrType" 0.000000 ################
27. "MasVnrArea" 0.000000 ################
28. "ExterQual" 0.000000 ################
29. "ExterCond" 0.000000 ################
30. "Foundation" 0.000000 ################
31. "BsmtQual" 0.000000 ################
32. "BsmtCond" 0.000000 ################
33. "BsmtExposure" 0.000000 ################
34. "BsmtFinType1" 0.000000 ################
35. "BsmtFinSF1" 0.000000 ################
36. "BsmtFinType2" 0.000000 ################
37. "BsmtFinSF2" 0.000000 ################
38. "BsmtUnfSF" 0.000000 ################
39. "TotalBsmtSF" 0.000000 ################
40. "Heating" 0.000000 ################
41. "HeatingQC" 0.000000 ################
42. "CentralAir" 0.000000 ################
43. "Electrical" 0.000000 ################
44. "1stFlrSF" 0.000000 ################
45. "2ndFlrSF" 0.000000 ################
46. "LowQualFinSF" 0.000000 ################
47. "GrLivArea" 0.000000 ################
48. "BsmtFullBath" 0.000000 ################
49. "BsmtHalfBath" 0.000000 ################
50. "FullBath" 0.000000 ################
51. "HalfBath" 0.000000 ################
52. "BedroomAbvGr" 0.000000 ################
53. "KitchenAbvGr" 0.000000 ################
54. "KitchenQual" 0.000000 ################
55. "TotRmsAbvGrd" 0.000000 ################
56. "Functional" 0.000000 ################
57. "Fireplaces" 0.000000 ################
58. "FireplaceQu" 0.000000 ################
59. "GarageType" 0.000000 ################
60. "GarageYrBlt" 0.000000 ################
61. "GarageFinish" 0.000000 ################
62. "GarageCars" 0.000000 ################
63. "GarageArea" 0.000000 ################
64. "GarageQual" 0.000000 ################
65. "GarageCond" 0.000000 ################
66. "PavedDrive" 0.000000 ################
67. "WoodDeckSF" 0.000000 ################
68. "OpenPorchSF" 0.000000 ################
69. "EnclosedPorch" 0.000000 ################
70. "3SsnPorch" 0.000000 ################
71. "ScreenPorch" 0.000000 ################
72. "PoolArea" 0.000000 ################
73. "PoolQC" 0.000000 ################
74. "Fence" 0.000000 ################
75. "MiscFeature" 0.000000 ################
76. "MiscVal" 0.000000 ################
77. "MoSold" 0.000000 ################
78. "YrSold" 0.000000 ################
79. "SaleType" 0.000000 ################
80. "LotFrontage" -0.029113
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotFrontage" 0.012196 ################
2. "Neighborhood" 0.012196 ################
3. "1stFlrSF" 0.012196 ################
4. "BsmtUnfSF" 0.001343 ##########
5. "LotArea" 0.001138 ##########
6. "GarageYrBlt" 0.000997 ##########
7. "GarageFinish" 0.000779 ##########
8. "YearRemodAdd" 0.000631 ##########
9. "OverallQual" 0.000631 ##########
10. "GarageCars" 0.000433 ##########
11. "ExterQual" 0.000401 ##########
12. "TotalBsmtSF" 0.000245 ##########
13. "Id" 0.000245 ##########
14. "SaleType" 0.000223 ##########
15. "2ndFlrSF" 0.000223 ##########
16. "MasVnrType" 0.000223 ##########
17. "Fireplaces" 0.000223 ##########
18. "HeatingQC" 0.000223 ##########
19. "YrSold" 0.000178 ##########
20. "MiscVal" 0.000000 #########
21. "MSZoning" 0.000000 #########
22. "Street" 0.000000 #########
23. "Alley" 0.000000 #########
24. "SaleCondition" 0.000000 #########
25. "LandContour" 0.000000 #########
26. "Utilities" 0.000000 #########
27. "LandSlope" 0.000000 #########
28. "Condition1" 0.000000 #########
29. "Condition2" 0.000000 #########
30. "BldgType" 0.000000 #########
31. "HouseStyle" 0.000000 #########
32. "OverallCond" 0.000000 #########
33. "RoofStyle" 0.000000 #########
34. "RoofMatl" 0.000000 #########
35. "ExterCond" 0.000000 #########
36. "BsmtCond" 0.000000 #########
37. "BsmtFinType1" 0.000000 #########
38. "BsmtFinType2" 0.000000 #########
39. "BsmtFinSF2" 0.000000 #########
40. "Heating" 0.000000 #########
41. "3SsnPorch" 0.000000 #########
42. "CentralAir" 0.000000 #########
43. "Electrical" 0.000000 #########
44. "LowQualFinSF" 0.000000 #########
45. "BsmtHalfBath" 0.000000 #########
46. "FullBath" 0.000000 #########
47. "KitchenAbvGr" 0.000000 #########
48. "Functional" 0.000000 #########
49. "GarageType" 0.000000 #########
50. "GarageQual" 0.000000 #########
51. "GarageCond" 0.000000 #########
52. "PavedDrive" 0.000000 #########
53. "EnclosedPorch" 0.000000 #########
54. "ScreenPorch" 0.000000 #########
55. "PoolArea" 0.000000 #########
56. "PoolQC" 0.000000 #########
57. "Fence" 0.000000 #########
58. "MiscFeature" 0.000000 #########
59. "MSSubClass" -0.000237 #########
60. "BsmtFullBath" -0.000237 #########
61. "Foundation" -0.000237 #########
62. "BsmtExposure" -0.000237 #########
63. "HalfBath" -0.000311 #########
64. "FireplaceQu" -0.000311 #########
65. "LotConfig" -0.000311 #########
66. "OpenPorchSF" -0.000373 #########
67. "MoSold" -0.000386 #########
68. "WoodDeckSF" -0.000424 #########
69. "Exterior1st" -0.000676 #########
70. "BsmtFinSF1" -0.000758 #########
71. "YearBuilt" -0.000833 #########
72. "GrLivArea" -0.001085 #########
73. "BsmtQual" -0.001233 #########
74. "BedroomAbvGr" -0.001233 #########
75. "LotShape" -0.001354 #########
76. "MasVnrArea" -0.001577 #########
77. "GarageArea" -0.003547 ########
78. "TotRmsAbvGrd" -0.004174 #######
79. "Exterior2nd" -0.009091 #####
80. "KitchenQual" -0.020024
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "KitchenQual" 0.081197 ################
2. "Exterior2nd" 0.081197 ################
3. "YrSold" 0.081197 ################
4. "Neighborhood" 0.066092 ##############
5. "Exterior1st" 0.060606 #############
6. "BsmtFinSF1" 0.057018 ############
7. "GarageType" 0.057018 ############
8. "YearBuilt" 0.053922 ############
9. "BsmtUnfSF" 0.053922 ############
10. "GrLivArea" 0.047619 ###########
11. "BsmtFinType1" 0.044872 ###########
12. "GarageYrBlt" 0.041667 ##########
13. "GarageArea" 0.041667 ##########
14. "YearRemodAdd" 0.033333 #########
15. "BsmtQual" 0.033333 #########
16. "GarageCars" 0.033333 #########
17. "FireplaceQu" 0.027778 #########
18. "LotArea" 0.020833 ########
19. "1stFlrSF" 0.020833 ########
20. "TotRmsAbvGrd" 0.020833 ########
21. "GarageFinish" 0.020833 ########
22. "ExterQual" 0.011905 ######
23. "Id" 0.011905 ######
24. "Fireplaces" 0.011905 ######
25. "Condition2" 0.000000 #####
26. "BldgType" 0.000000 #####
27. "OverallQual" 0.000000 #####
28. "OverallCond" 0.000000 #####
29. "LotConfig" 0.000000 #####
30. "RoofStyle" 0.000000 #####
31. "RoofMatl" 0.000000 #####
32. "MasVnrType" 0.000000 #####
33. "ExterCond" 0.000000 #####
34. "Foundation" 0.000000 #####
35. "BsmtCond" 0.000000 #####
36. "BsmtExposure" 0.000000 #####
37. "BsmtFinType2" 0.000000 #####
38. "BsmtFinSF2" 0.000000 #####
39. "TotalBsmtSF" 0.000000 #####
40. "Heating" 0.000000 #####
41. "HalfBath" 0.000000 #####
42. "CentralAir" 0.000000 #####
43. "Electrical" 0.000000 #####
44. "2ndFlrSF" 0.000000 #####
45. "LowQualFinSF" 0.000000 #####
46. "BsmtFullBath" 0.000000 #####
47. "BsmtHalfBath" 0.000000 #####
48. "BedroomAbvGr" 0.000000 #####
49. "KitchenAbvGr" 0.000000 #####
50. "MSSubClass" 0.000000 #####
51. "Functional" 0.000000 #####
52. "MSZoning" 0.000000 #####
53. "Street" 0.000000 #####
54. "Alley" 0.000000 #####
55. "LotShape" 0.000000 #####
56. "LandContour" 0.000000 #####
57. "Utilities" 0.000000 #####
58. "LandSlope" 0.000000 #####
59. "GarageQual" 0.000000 #####
60. "GarageCond" 0.000000 #####
61. "PavedDrive" 0.000000 #####
62. "WoodDeckSF" 0.000000 #####
63. "OpenPorchSF" 0.000000 #####
64. "EnclosedPorch" 0.000000 #####
65. "3SsnPorch" 0.000000 #####
66. "ScreenPorch" 0.000000 #####
67. "PoolArea" 0.000000 #####
68. "PoolQC" 0.000000 #####
69. "Fence" 0.000000 #####
70. "MiscFeature" 0.000000 #####
71. "MiscVal" 0.000000 #####
72. "Condition1" 0.000000 #####
73. "SaleType" 0.000000 #####
74. "SaleCondition" 0.000000 #####
75. "HeatingQC" -0.016667 ###
76. "MasVnrArea" -0.016667 ###
77. "HouseStyle" -0.016667 ###
78. "LotFrontage" -0.016667 ###
79. "FullBath" -0.041667
80. "MoSold" -0.041667
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "LotFrontage" 0.020591 ################
2. "BsmtQual" 0.020591 ################
3. "TotalBsmtSF" 0.020591 ################
4. "1stFlrSF" 0.020591 ################
5. "GarageYrBlt" 0.002311 ############
6. "BsmtUnfSF" 0.000988 ############
7. "WoodDeckSF" 0.000988 ############
8. "Condition1" 0.000988 ############
9. "GarageCond" 0.000988 ############
10. "HeatingQC" 0.000988 ############
11. "Exterior1st" 0.000947 ############
12. "Fireplaces" 0.000000 ###########
13. "FireplaceQu" 0.000000 ###########
14. "PavedDrive" 0.000000 ###########
15. "ScreenPorch" 0.000000 ###########
16. "Street" 0.000000 ###########
17. "Alley" 0.000000 ###########
18. "LotShape" 0.000000 ###########
19. "LandContour" 0.000000 ###########
20. "Utilities" 0.000000 ###########
21. "LandSlope" 0.000000 ###########
22. "PoolArea" 0.000000 ###########
23. "Condition2" 0.000000 ###########
24. "BldgType" 0.000000 ###########
25. "PoolQC" 0.000000 ###########
26. "Fence" 0.000000 ###########
27. "MiscFeature" 0.000000 ###########
28. "MiscVal" 0.000000 ###########
29. "MoSold" 0.000000 ###########
30. "RoofStyle" 0.000000 ###########
31. "RoofMatl" 0.000000 ###########
32. "SaleType" 0.000000 ###########
33. "MasVnrType" 0.000000 ###########
34. "MasVnrArea" 0.000000 ###########
35. "SaleCondition" 0.000000 ###########
36. "ExterCond" 0.000000 ###########
37. "BsmtCond" 0.000000 ###########
38. "BsmtFinType2" 0.000000 ###########
39. "BsmtFinSF2" 0.000000 ###########
40. "Heating" 0.000000 ###########
41. "3SsnPorch" 0.000000 ###########
42. "CentralAir" 0.000000 ###########
43. "2ndFlrSF" 0.000000 ###########
44. "LowQualFinSF" 0.000000 ###########
45. "BsmtFullBath" 0.000000 ###########
46. "BsmtHalfBath" 0.000000 ###########
47. "HalfBath" 0.000000 ###########
48. "BedroomAbvGr" 0.000000 ###########
49. "KitchenAbvGr" 0.000000 ###########
50. "Functional" 0.000000 ###########
51. "Id" -0.000047 ###########
52. "LotArea" -0.001082 ###########
53. "OverallQual" -0.001082 ###########
54. "Foundation" -0.001082 ###########
55. "Electrical" -0.001082 ###########
56. "YrSold" -0.001082 ###########
57. "ExterQual" -0.001136 ###########
58. "GarageQual" -0.001677 ###########
59. "BsmtExposure" -0.001794 ###########
60. "BsmtFinSF1" -0.001794 ###########
61. "EnclosedPorch" -0.002273 ###########
62. "GarageFinish" -0.002848 ###########
63. "GrLivArea" -0.002931 ###########
64. "GarageType" -0.002931 ###########
65. "OverallCond" -0.003589 ###########
66. "GarageArea" -0.003589 ###########
67. "GarageCars" -0.003662 ###########
68. "MSSubClass" -0.003767 ###########
69. "YearRemodAdd" -0.004479 ##########
70. "Exterior2nd" -0.004802 ##########
71. "FullBath" -0.004802 ##########
72. "MSZoning" -0.004809 ##########
73. "KitchenQual" -0.005051 ##########
74. "OpenPorchSF" -0.005303 ##########
75. "BsmtFinType1" -0.005303 ##########
76. "TotRmsAbvGrd" -0.005398 ##########
77. "Neighborhood" -0.012500 #########
78. "YearBuilt" -0.015625 ########
79. "HouseStyle" -0.050794 #
80. "LotConfig" -0.058469
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "GrLivArea" 0.021673 ################
2. "Exterior1st" 0.021673 ################
3. "YearBuilt" 0.021673 ################
4. "YrSold" 0.021673 ################
5. "TotRmsAbvGrd" 0.005952 #############
6. "GarageQual" 0.003810 #############
7. "YearRemodAdd" 0.002976 #############
8. "MSSubClass" 0.002976 #############
9. "GarageFinish" 0.002976 #############
10. "Exterior2nd" 0.002976 #############
11. "Electrical" 0.002976 #############
12. "TotalBsmtSF" 0.002976 #############
13. "MSZoning" 0.002070 #############
14. "FullBath" 0.002070 #############
15. "BsmtUnfSF" 0.002070 #############
16. "Foundation" 0.002070 #############
17. "HeatingQC" 0.002070 #############
18. "KitchenQual" 0.002070 #############
19. "OpenPorchSF" 0.002070 #############
20. "Fence" 0.002070 #############
21. "MasVnrType" 0.001082 #############
22. "Id" 0.001082 #############
23. "HouseStyle" 0.001082 #############
24. "BsmtCond" 0.001082 #############
25. "EnclosedPorch" 0.001082 #############
26. "Utilities" 0.000000 #############
27. "LandSlope" 0.000000 #############
28. "Condition1" 0.000000 #############
29. "Condition2" 0.000000 #############
30. "BldgType" 0.000000 #############
31. "OverallQual" 0.000000 #############
32. "LotConfig" 0.000000 #############
33. "RoofStyle" 0.000000 #############
34. "RoofMatl" 0.000000 #############
35. "MasVnrArea" 0.000000 #############
36. "ExterQual" 0.000000 #############
37. "ExterCond" 0.000000 #############
38. "BsmtFinType2" 0.000000 #############
39. "BsmtFinSF2" 0.000000 #############
40. "Heating" 0.000000 #############
41. "BsmtQual" 0.000000 #############
42. "CentralAir" 0.000000 #############
43. "LowQualFinSF" 0.000000 #############
44. "BsmtFullBath" 0.000000 #############
45. "BsmtHalfBath" 0.000000 #############
46. "HalfBath" 0.000000 #############
47. "BedroomAbvGr" 0.000000 #############
48. "KitchenAbvGr" 0.000000 #############
49. "Functional" 0.000000 #############
50. "3SsnPorch" 0.000000 #############
51. "GarageCars" 0.000000 #############
52. "GarageArea" 0.000000 #############
53. "GarageCond" 0.000000 #############
54. "Street" 0.000000 #############
55. "Alley" 0.000000 #############
56. "SaleCondition" 0.000000 #############
57. "ScreenPorch" 0.000000 #############
58. "PoolArea" 0.000000 #############
59. "PoolQC" 0.000000 #############
60. "LotShape" 0.000000 #############
61. "MiscFeature" 0.000000 #############
62. "MiscVal" 0.000000 #############
63. "LandContour" 0.000000 #############
64. "SaleType" 0.000000 #############
65. "1stFlrSF" -0.001190 #############
66. "Fireplaces" -0.001190 #############
67. "FireplaceQu" -0.001190 #############
68. "BsmtExposure" -0.001190 #############
69. "BsmtFinType1" -0.001190 #############
70. "LotArea" -0.002506 ############
71. "PavedDrive" -0.003968 ############
72. "WoodDeckSF" -0.007440 ############
73. "OverallCond" -0.007440 ############
74. "2ndFlrSF" -0.007440 ############
75. "LotFrontage" -0.017857 ##########
76. "BsmtFinSF1" -0.021645 ##########
77. "GarageYrBlt" -0.021645 ##########
78. "Neighborhood" -0.059524 #####
79. "MoSold" -0.059524 #####
80. "GarageType" -0.101190
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.150000 ################
2. "MSZoning" 0.125000 #############
3. "GrLivArea" 0.125000 #############
4. "YrSold" 0.125000 #############
5. "Neighborhood" 0.083333 ########
6. "LotFrontage" 0.083333 ########
7. "YearBuilt" 0.083333 ########
8. "BsmtQual" 0.083333 ########
9. "1stFlrSF" 0.083333 ########
10. "2ndFlrSF" 0.083333 ########
11. "TotRmsAbvGrd" 0.083333 ########
12. "LandContour" 0.000000
13. "Utilities" 0.000000
14. "LotConfig" 0.000000
15. "LandSlope" 0.000000
16. "Condition1" 0.000000
17. "Condition2" 0.000000
18. "BldgType" 0.000000
19. "HouseStyle" 0.000000
20. "OverallQual" 0.000000
21. "OverallCond" 0.000000
22. "YearRemodAdd" 0.000000
23. "RoofStyle" 0.000000
24. "RoofMatl" 0.000000
25. "Exterior1st" 0.000000
26. "Exterior2nd" 0.000000
27. "MasVnrType" 0.000000
28. "MasVnrArea" 0.000000
29. "ExterQual" 0.000000
30. "ExterCond" 0.000000
31. "Foundation" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "MSSubClass" 0.000000
45. "LotArea" 0.000000
46. "LowQualFinSF" 0.000000
47. "Street" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "Alley" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "LotShape" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Id" 0.000000
2. "MSSubClass" 0.000000
3. "MSZoning" 0.000000
4. "LotFrontage" 0.000000
5. "LotArea" 0.000000
6. "Street" 0.000000
7. "Alley" 0.000000
8. "LotShape" 0.000000
9. "LandContour" 0.000000
10. "Utilities" 0.000000
11. "LotConfig" 0.000000
12. "LandSlope" 0.000000
13. "Neighborhood" 0.000000
14. "Condition1" 0.000000
15. "Condition2" 0.000000
16. "BldgType" 0.000000
17. "HouseStyle" 0.000000
18. "OverallQual" 0.000000
19. "OverallCond" 0.000000
20. "YearBuilt" 0.000000
21. "YearRemodAdd" 0.000000
22. "RoofStyle" 0.000000
23. "RoofMatl" 0.000000
24. "Exterior1st" 0.000000
25. "Exterior2nd" 0.000000
26. "MasVnrType" 0.000000
27. "MasVnrArea" 0.000000
28. "ExterQual" 0.000000
29. "ExterCond" 0.000000
30. "Foundation" 0.000000
31. "BsmtQual" 0.000000
32. "BsmtCond" 0.000000
33. "BsmtExposure" 0.000000
34. "BsmtFinType1" 0.000000
35. "BsmtFinSF1" 0.000000
36. "BsmtFinType2" 0.000000
37. "BsmtFinSF2" 0.000000
38. "BsmtUnfSF" 0.000000
39. "TotalBsmtSF" 0.000000
40. "Heating" 0.000000
41. "HeatingQC" 0.000000
42. "CentralAir" 0.000000
43. "Electrical" 0.000000
44. "1stFlrSF" 0.000000
45. "2ndFlrSF" 0.000000
46. "LowQualFinSF" 0.000000
47. "GrLivArea" 0.000000
48. "BsmtFullBath" 0.000000
49. "BsmtHalfBath" 0.000000
50. "FullBath" 0.000000
51. "HalfBath" 0.000000
52. "BedroomAbvGr" 0.000000
53. "KitchenAbvGr" 0.000000
54. "KitchenQual" 0.000000
55. "TotRmsAbvGrd" 0.000000
56. "Functional" 0.000000
57. "Fireplaces" 0.000000
58. "FireplaceQu" 0.000000
59. "GarageType" 0.000000
60. "GarageYrBlt" 0.000000
61. "GarageFinish" 0.000000
62. "GarageCars" 0.000000
63. "GarageArea" 0.000000
64. "GarageQual" 0.000000
65. "GarageCond" 0.000000
66. "PavedDrive" 0.000000
67. "WoodDeckSF" 0.000000
68. "OpenPorchSF" 0.000000
69. "EnclosedPorch" 0.000000
70. "3SsnPorch" 0.000000
71. "ScreenPorch" 0.000000
72. "PoolArea" 0.000000
73. "PoolQC" 0.000000
74. "Fence" 0.000000
75. "MiscFeature" 0.000000
76. "MiscVal" 0.000000
77. "MoSold" 0.000000
78. "YrSold" 0.000000
79. "SaleType" 0.000000
80. "SaleCondition" 0.000000
1. "Neighborhood" 0.163953 ################
2. "GrLivArea" 0.158488 #############
3. "YearBuilt" 0.149058 ##########
4. "OverallQual" 0.144466 ########
5. "GarageArea" 0.142453 #######
6. "LotArea" 0.142151 #######
7. "Exterior2nd" 0.138613 ######
8. "BsmtFinType1" 0.135768 #####
9. "ExterQual" 0.135043 #####
10. "1stFlrSF" 0.134436 ####
11. "TotalBsmtSF" 0.134292 ####
12. "GarageYrBlt" 0.134229 ####
13. "KitchenQual" 0.133653 ####
14. "YearRemodAdd" 0.133590 ####
15. "GarageFinish" 0.133553 ####
16. "Id" 0.133040 ####
17. "OpenPorchSF" 0.132988 ####
18. "FireplaceQu" 0.132781 ####
19. "Exterior1st" 0.132692 ####
20. "BsmtQual" 0.131836 ####
21. "BsmtFinSF1" 0.131735 ###
22. "FullBath" 0.131592 ###
23. "LotFrontage" 0.131426 ###
24. "BsmtUnfSF" 0.129262 ###
25. "WoodDeckSF" 0.128070 ##
26. "GarageType" 0.127256 ##
27. "Fireplaces" 0.126655 ##
28. "HeatingQC" 0.126490 ##
29. "TotRmsAbvGrd" 0.125956 #
30. "YrSold" 0.125885 #
31. "MasVnrArea" 0.125510 #
32. "MoSold" 0.125465 #
33. "GarageCars" 0.125357 #
34. "Foundation" 0.125317 #
35. "MSSubClass" 0.125236 #
36. "2ndFlrSF" 0.125140 #
37. "HouseStyle" 0.125088 #
38. "OverallCond" 0.123919 #
39. "BsmtExposure" 0.123482
40. "BsmtFullBath" 0.123358
41. "LotShape" 0.123219
42. "MasVnrType" 0.123119
43. "HalfBath" 0.122481
44. "BedroomAbvGr" 0.122435
45. "MSZoning" 0.121969
46. "LotConfig" 0.121811
47. "RoofStyle" 0.121672
48. "Fence" 0.121450
49. "SaleCondition" 0.121416
50. "SaleType" 0.121354
51. "BldgType" 0.121295
52. "EnclosedPorch" 0.121267
53. "GarageQual" 0.121213
54. "BsmtFinType2" 0.121168
55. "GarageCond" 0.121141
56. "Condition1" 0.121116
57. "BsmtFinSF2" 0.121114
58. "Electrical" 0.121112
59. "CentralAir" 0.121093
60. "ExterCond" 0.121085
61. "LandContour" 0.121081
62. "PavedDrive" 0.121077
63. "BsmtCond" 0.121063
64. "ScreenPorch" 0.121057
65. "Functional" 0.121054
66. "KitchenAbvGr" 0.121053
67. "Alley" 0.121048
68. "BsmtHalfBath" 0.121036
69. "RoofMatl" 0.121033
70. "LandSlope" 0.121033
71. "MiscFeature" 0.121032
72. "Heating" 0.121032
73. "3SsnPorch" 0.121031
74. "Condition2" 0.121031
1. "OverallQual" 37.000000 ################
2. "YearBuilt" 30.000000 ############
3. "GrLivArea" 30.000000 ############
4. "ExterQual" 28.000000 ############
5. "KitchenQual" 26.000000 ###########
6. "BsmtQual" 20.000000 ########
7. "FullBath" 19.000000 ########
8. "Neighborhood" 18.000000 #######
9. "GarageFinish" 18.000000 #######
10. "GarageYrBlt" 10.000000 ####
11. "FireplaceQu" 9.000000 ###
12. "OpenPorchSF" 8.000000 ###
13. "Foundation" 7.000000 ##
14. "YearRemodAdd" 6.000000 ##
15. "Fireplaces" 6.000000 ##
16. "Exterior2nd" 4.000000 #
17. "TotalBsmtSF" 4.000000 #
18. "GarageArea" 4.000000 #
19. "BsmtFinType1" 3.000000
20. "MSSubClass" 2.000000
21. "GarageType" 2.000000
22. "WoodDeckSF" 2.000000
23. "LotFrontage" 1.000000
24. "LotArea" 1.000000
25. "Exterior1st" 1.000000
26. "HeatingQC" 1.000000
27. "1stFlrSF" 1.000000
28. "TotRmsAbvGrd" 1.000000
29. "GarageCars" 1.000000
1. "Neighborhood" 2664.000000 ################
2. "GrLivArea" 2016.000000 ############
3. "Id" 1964.000000 ###########
4. "LotArea" 1957.000000 ###########
5. "GarageArea" 1875.000000 ###########
6. "TotalBsmtSF" 1714.000000 ##########
7. "BsmtUnfSF" 1660.000000 #########
8. "1stFlrSF" 1660.000000 #########
9. "Exterior2nd" 1476.000000 ########
10. "YearBuilt" 1458.000000 ########
11. "BsmtFinSF1" 1404.000000 ########
12. "Exterior1st" 1327.000000 #######
13. "LotFrontage" 1312.000000 #######
14. "GarageYrBlt" 1306.000000 #######
15. "BsmtFinType1" 1294.000000 #######
16. "YearRemodAdd" 1280.000000 #######
17. "MoSold" 1059.000000 ######
18. "OpenPorchSF" 1045.000000 ######
19. "WoodDeckSF" 945.000000 #####
20. "YrSold" 856.000000 #####
21. "2ndFlrSF" 762.000000 ####
22. "MasVnrArea" 725.000000 ####
23. "FireplaceQu" 652.000000 ###
24. "HeatingQC" 650.000000 ###
25. "TotRmsAbvGrd" 621.000000 ###
26. "GarageFinish" 616.000000 ###
27. "OverallQual" 526.000000 ###
28. "MSSubClass" 524.000000 ###
29. "BsmtExposure" 489.000000 ##
30. "HouseStyle" 476.000000 ##
31. "GarageType" 417.000000 ##
32. "OverallCond" 411.000000 ##
33. "LotShape" 395.000000 ##
34. "MasVnrType" 350.000000 ##
35. "BsmtFullBath" 329.000000 #
36. "KitchenQual" 297.000000 #
37. "Foundation" 296.000000 #
38. "LotConfig" 295.000000 #
39. "BedroomAbvGr" 292.000000 #
40. "BsmtQual" 277.000000 #
41. "Fireplaces" 272.000000 #
42. "GarageCars" 249.000000 #
43. "HalfBath" 224.000000 #
44. "RoofStyle" 191.000000 #
45. "ExterQual" 185.000000 #
46. "MSZoning" 181.000000 #
47. "FullBath" 178.000000 #
48. "Fence" 152.000000
49. "SaleCondition" 120.000000
50. "BldgType" 108.000000
51. "EnclosedPorch" 107.000000
52. "SaleType" 84.000000
53. "BsmtFinType2" 82.000000
54. "GarageQual" 67.000000
55. "Condition1" 65.000000
56. "BsmtFinSF2" 59.000000
57. "GarageCond" 58.000000
58. "Electrical" 52.000000
59. "LandContour" 43.000000
60. "ExterCond" 43.000000
61. "PavedDrive" 36.000000
62. "CentralAir" 35.000000
63. "BsmtCond" 24.000000
64. "ScreenPorch" 22.000000
65. "Functional" 20.000000
66. "Alley" 18.000000
67. "KitchenAbvGr" 18.000000
68. "BsmtHalfBath" 6.000000
69. "LandSlope" 4.000000
70. "RoofMatl" 3.000000
71. "MiscFeature" 3.000000
72. "Heating" 2.000000
73. "Condition2" 1.000000
74. "3SsnPorch" 1.000000
1. "Neighborhood" 94681.460022 ################
2. "GrLivArea" 77877.768697 #############
3. "LotArea" 58339.996936 #########
4. "GarageArea" 57444.732391 #########
5. "YearBuilt" 57197.991375 #########
6. "Exterior2nd" 46167.525602 #######
7. "Id" 43468.491837 #######
8. "TotalBsmtSF" 42715.035945 #######
9. "1stFlrSF" 42661.354486 #######
10. "BsmtFinType1" 38918.568008 ######
11. "OverallQual" 36371.602314 ######
12. "Exterior1st" 36271.338860 ######
13. "GarageYrBlt" 35893.855495 ######
14. "BsmtFinSF1" 35595.695977 ######
15. "YearRemodAdd" 34820.457206 #####
16. "BsmtUnfSF" 33899.197577 #####
17. "LotFrontage" 32910.132194 #####
18. "OpenPorchSF" 32054.556895 #####
19. "FireplaceQu" 25264.671822 ####
20. "GarageFinish" 25001.964992 ####
21. "WoodDeckSF" 23124.464321 ###
22. "ExterQual" 20122.321605 ###
23. "KitchenQual" 20114.572863 ###
24. "MoSold" 19246.596610 ###
25. "YrSold" 17785.759990 ###
26. "BsmtQual" 17539.021801 ##
27. "MasVnrArea" 16603.003539 ##
28. "HeatingQC" 16596.219416 ##
29. "2ndFlrSF" 16581.453303 ##
30. "FullBath" 16243.385833 ##
31. "TotRmsAbvGrd" 15220.918690 ##
32. "GarageType" 14249.690208 ##
33. "MSSubClass" 13496.749469 ##
34. "HouseStyle" 12992.116444 ##
35. "Fireplaces" 10922.487289 #
36. "BsmtExposure" 9807.389915 #
37. "GarageCars" 9747.181381 #
38. "OverallCond" 9473.815257 #
39. "Foundation" 9402.955504 #
40. "LotShape" 8227.469329 #
41. "BsmtFullBath" 8129.096160 #
42. "MasVnrType" 7649.411760 #
43. "BedroomAbvGr" 5678.494199
44. "HalfBath" 5367.817148
45. "LotConfig" 4386.018495
46. "MSZoning" 3603.953357
47. "RoofStyle" 3221.631478
48. "Fence" 2257.131583
49. "SaleCondition" 1844.466596
50. "BldgType" 1539.419891
51. "SaleType" 1386.510652
52. "EnclosedPorch" 1381.877905
53. "GarageQual" 990.962508
54. "BsmtFinType2" 955.762693
55. "GarageCond" 728.616491
56. "Condition1" 650.529196
57. "Electrical" 611.325974
58. "BsmtFinSF2" 607.010702
59. "CentralAir" 463.035250
60. "ExterCond" 437.833489
61. "PavedDrive" 410.815984
62. "LandContour" 408.563313
63. "BsmtCond" 261.771935
64. "ScreenPorch" 215.877174
65. "Functional" 207.470204
66. "KitchenAbvGr" 202.377719
67. "Alley" 162.383399
68. "BsmtHalfBath" 54.043667
69. "LandSlope" 31.496977
70. "RoofMatl" 26.360016
71. "MiscFeature" 23.399557
72. "Heating" 16.112284
73. "3SsnPorch" 8.972414
74. "Condition2" 6.931472